Anton van den Hengel

494 papers A* 111A 10B 7C 1Misc 16Journal 292Unranked 55

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Chem4DLLM: 4D Multimodal LLMs for Chemical Dynamics Understanding. CoRR Xinyu Li, Zhen Zhang, Qi Chen, Anton van den Hengel, Lina Yao, Javen Qinfeng Shi
2026	J	`jnl`	Concept Component Analysis: A Principled Approach for Concept Extraction in LLMs. CoRR Yuhang Liu, Erdun Gao, Dong Gong, Anton van den Hengel, Javen Qinfeng Shi
2026	J	`jnl`	Identifying Weight-Variant Latent Causal Models. J. Mach. Learn. Res. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2026	J	`jnl`	LangMap: A Hierarchical Benchmark for Open-Vocabulary Goal Navigation. CoRR Bo Miao, Weijia Liu, Jun Luo, Lachlan Shinnick, Jian Liu, Thomas Hamilton-Smith, Yuhe Yang, Zijie Wu, Vanja Videnovic, Feras Dayoub, Anton van den Hengel
2026	J	`jnl`	Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models. CoRR Abin Shoby, Ta Duc Huy, Tuan Dung Nguyen, Minh Khoi Ho, Qi Chen, Anton van den Hengel, Phi Le Nguyen, Johan W. Verjans, Vu Minh Hieu Phan
2026	J	`jnl`	Parameter-efficient action planning with large language models for vision-and-language navigation. Pattern Recognit. Bahram Mohammadi, Ehsan Abbasnejad, Yuankai Qi, Qi Wu, Anton van den Hengel, Javen Qinfeng Shi
2026	J	`jnl`	Points-to-3D: Structure-Aware 3D Generation with Point Cloud Priors. CoRR Jiatong Xia, Zicheng Duan, Anton van den Hengel, Lingqiao Liu
2026	J	`jnl`	Procedural Pretraining: Warming Up Language Models with Abstract Data. CoRR Liangze Jiang, Zachary Shinnick, Anton van den Hengel, Hemanth Saratchandran, Damien Teney
2026	—	`conf`	The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning. EACL (Findings) Mingkai Tian, Guorong Li, Yuankai Qi, Anton van den Hengel, Qingming Huang
2025	A*	`conf`	Analytic DAG Constraints for Differentiable DAG Learning. ICLR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Analytic DAG Constraints for Differentiable DAG Learning. CoRR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers. CoRR Zachary Shinnick, Liangze Jiang, Hemanth Saratchandran, Damien Teney, Anton van den Hengel
2025	A*	`conf`	CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View Clustering. ACM Multimedia Shifeng Bao, Zhe Xue, Qi Chen, Shilong Ou, Amin Beheshti, Quan Z. Sheng, Anton van den Hengel, Yuankai Qi
2025	J	`jnl`	Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors. CoRR Haodong Lu, Xinyu Zhang, Kristen Moore, Minhui Xue, Lina Yao, Anton van den Hengel, Dong Gong
2025	J	`jnl`	Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors. Trans. Mach. Learn. Res. Haodong Lu, Xinyu Zhang, Kristen Moore, Minhui Xue, Lina Yao, Anton van den Hengel, Dong Gong
2025	J	`jnl`	Deep learning for hate speech detection: a comparative study. Int. J. Data Sci. Anal. Jitendra Singh Malik, Hezhe Qiao, Guansong Pang, Anton van den Hengel
2025	J	`jnl`	Dual Prototype Contrastive Network for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Huajie Jiang, Zhengxian Li, Yongli Hu, Baocai Yin, Jian Yang, Anton van den Hengel, Ming-Hsuan Yang, Yuankai Qi
2025	A*	`conf`	EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing. CVPR Gaoxiang Cong, Jiadong Pan, Liang Li, Yuankai Qi, Yuxin Peng, Anton van den Hengel, Jian Yang, Qingming Huang
2025	A*	`conf`	FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing. ACM Multimedia Gaoxiang Cong, Liang Li, Jiadong Pan, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang
2025	J	`jnl`	FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing. CoRR Gaoxiang Cong, Liang Li, Jiadong Pan, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang
2025	J	`jnl`	Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction. CoRR Zheyuan Liu, Junyan Wang, Zicheng Duan, Cristian Rodriguez Opazo, Anton van den Hengel
2025	J	`jnl`	Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction. Trans. Mach. Learn. Res. Zheyuan Liu, Junyan Wang, Zicheng Duan, Cristian Rodriguez Opazo, Anton van den Hengel
2025	J	`jnl`	Hierarchical Process Reward Models are Symbolic Vision Learners. CoRR Shan Zhang, Aotian Chen, Kai Zou, Jindong Gu, Yuan Xue, Anton van den Hengel
2025	J	`jnl`	I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? CoRR Yuhang Liu, Dong Gong, Erdun Gao, Zhen Zhang, Biwei Huang, Mingming Gong, Anton van den Hengel, Javen Qinfeng Shi
2025	A*	`conf`	Interactive Medical Image Analysis with Concept-based Similarity Reasoning. CVPR Ta Duc Huy, Sen Kim Tran, Phan Nguyen, Nguyen Hoang Tran, Tran Bao Sam, Anton van den Hengel, Zhibin Liao, Johan W. Verjans, Minh-Son To, Vu Minh Hieu Phan
2025	J	`jnl`	Interactive Medical Image Analysis with Concept-based Similarity Reasoning. CoRR Ta Duc Huy, Sen Kim Tran, Phan Nguyen, Nguyen Hoang Tran, Tran Bao Sam, Anton van den Hengel, Zhibin Liao, Johan W. Verjans, Minh-Son To, Vu Minh Hieu Phan
2025	J	`jnl`	Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation. Trans. Mach. Learn. Res. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2025	J	`jnl`	Learning to Reason and Navigate: Parameter Efficient Action Planning with Large Language Models. CoRR Bahram Mohammadi, Ehsan Abbasnejad, Yuankai Qi, Qi Wu, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Let Your Video Listen to Your Music! CoRR Xinyu Zhang, Dong Gong, Zicheng Duan, Anton van den Hengel, Lingqiao Liu
2025	A*	`conf`	Let Your Video Listen to Your Music! - Beat-Aligned, Content-Preserving Video Editing with Arbitrary Music. ACM Multimedia Xinyu Zhang, Dong Gong, Zicheng Duan, Anton van den Hengel, Lingqiao Liu
2025	J	`jnl`	Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models. CoRR Townim Faisal Chowdhury, Vu Minh Hieu Phan, Kewen Liao, Nanyu Dong, Minh-Son To, Anton van den Hengel, Johan Verjans, Zhibin Liao
2025	J	`jnl`	MATHGLANCE: Multimodal Large Language Models Do Not Know Where to Look in Mathematical Diagrams. CoRR Yanpeng Sun, Shan Zhang, Wei Tang, Aotian Chen, Piotr Koniusz, Kai Zou, Yuan Xue, Anton van den Hengel
2025	A*	`conf`	Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering. CVPR Liang Chen, Zhe Xue, Yawen Li, MeiYu Liang, Yan Wang, Anton van den Hengel, Yuankai Qi
2025	J	`jnl`	Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning. CoRR Yichao Cai, Yuhang Liu, Erdun Gao, Tianjiao Jiang, Zhen Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Open Eyes, Then Reason: Fine-grained Visual Mathematical Understanding in MLLMs. CoRR Shan Zhang, Aotian Chen, Yanpeng Sun, Jindong Gu, Yi-Yu Zheng, Piotr Koniusz, Kai Zou, Anton van den Hengel, Yuan Xue
2025	A*	`conf`	Open-World Objectness Modeling Unifies Novel Object Detection. CVPR Shan Zhang, Yao Ni, Jinhao Du, Yuan Xue, Philip Torr, Piotr Koniusz, Anton van den Hengel
2025	—	`conf`	PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts. MICCAI (5) Ta Duc Huy, Abin Shoby, Sen Kim Tran, Yutong Xie, Qi Chen, Phi Le Nguyen, Akshay Gole, Lingqiao Liu, Antonios Perperidis, Mark Friswell, Rebecca Linke, Andrea Glynn, Minh-Son To, Anton van den Hengel, Johan Verjans, Zhibin Liao, Minh Hieu Phan
2025	A*	`conf`	Primitive Vision: Improving Diagram Understanding in MLLMs. ICML Shan Zhang, Aotian Chen, Yanpeng Sun, Jindong Gu, Yi-Yu Zheng, Piotr Koniusz, Kai Zou, Anton van den Hengel, Yuan Xue
2025	J	`jnl`	ProgRoCC: A Progressive Approach to Rough Crowd Counting. CoRR Shengqin Jiang, Linfei Li, Haokui Zhang, Qingshan Liu, Amin Beheshti, Jian Yang, Anton van den Hengel, Quan Z. Sheng, Yuankai Qi
2025	A*	`conf`	Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing. CVPR Zhedong Zhang, Liang Li, Chenggang Yan, Chunshan Liu, Anton van den Hengel, Yuankai Qi
2025	J	`jnl`	Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing. CoRR Zhedong Zhang, Liang Li, Chenggang Yan, Chunshan Liu, Anton van den Hengel, Yuankai Qi
2025	A*	`conf`	RandLoRA: Full rank parameter-efficient fine-tuning of large models. ICLR Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Cristian Rodriguez Opazo, Anton van den Hengel, Ehsan Abbasnejad
2025	J	`jnl`	RandLoRA: Full-rank parameter-efficient fine-tuning of large models. CoRR Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Cristian Rodriguez Opazo, Anton van den Hengel, Ehsan Abbasnejad
2025	J	`jnl`	Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale. Trans. Mach. Learn. Res. Yangyang Shu, Yuhang Liu, Xiaofeng Cao, Qi Chen, Bowen Zhang, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
2025	J	`jnl`	Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. CoRR Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen, Phi Le Nguyen, Sen Kim Tran, Son Lam Phung, Anton van den Hengel, Zhibin Liao, Minh-Son To, Johan W. Verjans, Vu Minh Hieu Phan
2025	A*	`conf`	Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering. CVPR Zhen Yang, Zhuo Tao, Qi Chen, Liang Li, Yuankai Qi, Anton van den Hengel, Qingming Huang
2025	A*	`conf`	Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling. ICLR Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Hamed Damirchi, Edison Marrese-Taylor, Anton van den Hengel
2025	J	`jnl`	The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning. CoRR Mingkai Tian, Guorong Li, Yuankai Qi, Amin Beheshti, Javen Qinfeng Shi, Anton van den Hengel, Qingming Huang
2025	J	`jnl`	Towards Higher Effective Rank in Parameter-efficient Fine-tuning using Khatri-Rao Product. CoRR Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Anton van den Hengel, Ehsan Abbasnejad
2025	J	`jnl`	Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning. CoRR Zachary Shinnick, Liangze Jiang, Hemanth Saratchandran, Anton van den Hengel, Damien Teney
2025	J	`jnl`	VLNVerse: A Benchmark for Vision-Language Navigation with Versatile, Embodied, Realistic Simulation and Evaluation. CoRR Sihao Lin, Zerui Li, Xunyi Zhao, Gengze Zhou, Liuyi Wang, Rong Wei, Rui Tang, Juncheng Li, Hanqing Wang, Jiangmiao Pang, Anton van den Hengel, Jiajun Liu, Qi Wu
2024	J	`jnl`	A Survey of Medical Vision-and-Language Applications and Their Techniques. CoRR Qi Chen, Ruoshan Zhao, Sinuo Wang, Vu Minh Hieu Phan, Anton van den Hengel, Johan Verjans, Zhibin Liao, Minh-Son To, Yong Xia, Jian Chen, Yutong Xie, Qi Wu
2024	—	`conf`	AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis. MICCAI (10) Townim F. Chowdhury, Vu Minh Hieu Phan, Kewen Liao, Minh-Son To, Yutong Xie, Anton van den Hengel, Johan W. Verjans, Zhibin Liao
2024	J	`jnl`	AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis. CoRR Townim F. Chowdhury, Vu Minh Hieu Phan, Kewen Liao, Minh-Son To, Yutong Xie, Anton van den Hengel, Johan W. Verjans, Zhibin Liao
2024	A*	`conf`	BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling. AAAI Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel
2024	A*	`conf`	CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation. CVPR Townim Faisal Chowdhury, Kewen Liao, Vu Minh Hieu Phan, Minh-Son To, Yutong Xie, Kevin Hung, David Ross, Anton van den Hengel, Johan W. Verjans, Zhibin Liao
2024	J	`jnl`	CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation. CoRR Townim Faisal Chowdhury, Kewen Liao, Vu Minh Hieu Phan, Minh-Son To, Yutong Xie, Kevin Hung, David Ross, Anton van den Hengel, Johan W. Verjans, Zhibin Liao
2024	J	`jnl`	EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing. CoRR Gaoxiang Cong, Jiadong Pan, Liang Li, Yuankai Qi, Yuxin Peng, Anton van den Hengel, Jian Yang, Qingming Huang
2024	A*	`conf`	From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency Learning. ACM Multimedia Zhedong Zhang, Liang Li, Gaoxiang Cong, Haibing Yin, Yuhan Gao, Chenggang Yan, Anton van den Hengel, Yuankai Qi
2024	J	`jnl`	Identifiable Latent Neural Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	A*	`conf`	Identifiable Latent Polynomial Causal Models through the Lens of Change. ICLR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	A*	`conf`	Improving the Convergence of Dynamic NeRFs via Optimal Transport. ICLR Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Hisham Husain, Anton van den Hengel
2024	J	`jnl`	InvariantStock: Learning Invariant Features for Mastering the Shifting Market. CoRR Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	InvariantStock: Learning Invariant Features for Mastering the Shifting Market. Trans. Mach. Learn. Res. Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi
2024	A*	`conf`	Knowledge Composition using Task Vectors with Learned Anisotropic Scaling. NeurIPS Frederic Z. Zhang, Paul Albert, Cristian Rodriguez Opazo, Anton van den Hengel, Ehsan Abbasnejad
2024	J	`jnl`	Knowledge Composition using Task Vectors with Learned Anisotropic Scaling. CoRR Frederic Z. Zhang, Paul Albert, Cristian Rodriguez Opazo, Anton van den Hengel, Ehsan Abbasnejad
2024	A	`conf`	LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes. WACV Amila Silva, Olga Moskvyak, Alexander Long, Ravi Garg, Stephen Gould, Gil Avraham, Anton van den Hengel
2024	A	`conf`	MARec: Metadata Alignment for cold-start Recommendation. RecSys Julien Monteil, Volodymyr Vaskovych, Wentao Lu, Anirban Majumder, Anton van den Hengel
2024	J	`jnl`	MARec: Metadata Alignment for cold-start Recommendation. CoRR Julien Monteil, Volodymyr Vaskovych, Wentao Lu, Anirban Majumder, Anton van den Hengel
2024	J	`jnl`	MuseBarControl: Enhancing Fine-Grained Control in Symbolic Music Generation through Pre-Training and Counterfactual Loss. CoRR Yangyang Shu, Haiming Xu, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
2024	J	`jnl`	Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning. CoRR Mark D. McDonnell, Dong Gong, Ehsan Abbasnejad, Anton van den Hengel
2024	J	`jnl`	Rethinking State Disentanglement in Causal Reinforcement Learning. CoRR Haiyao Cao, Zhen Zhang, Panpan Cai, Yuhang Liu, Jinan Zou, Ehsan Abbasnejad, Biwei Huang, Mingming Gong, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Biwei Huang, Mingming Gong, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	J	`jnl`	Scaling Up Multi-domain Semantic Segmentation with Sentence Embeddings. Int. J. Comput. Vis. Wei Yin, Yifan Liu, Chunhua Shen, Baichuan Sun, Anton van den Hengel
2024	J	`jnl`	Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale. CoRR Yangyang Shu, Xiaofeng Cao, Qi Chen, Bowen Zhang, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
2024	—	`conf`	StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing. ACL (Findings) Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton van den Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
2024	J	`jnl`	StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing. CoRR Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton van den Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
2024	J	`jnl`	Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling. CoRR Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Edison Marrese-Taylor, Hamed Damirchi, Anton van den Hengel
2024	A*	`conf`	ViewFusion: Towards Multi-View Consistency via Interpolated Denoising. CVPR Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel
2024	J	`jnl`	ViewFusion: Towards Multi-View Consistency via Interpolated Denoising. CoRR Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel
2024	A*	`conf`	Weakly Supervised Video Individual Counting. CVPR Xinyan Liu, Guorong Li, Yuankai Qi, Ziheng Yan, Zhenjun Han, Anton van den Hengel, Ming-Hsuan Yang, Qingming Huang
2023	J	`jnl`	Adaptive Cross Batch Normalization for Metric Learning. CoRR Thalaiyasingam Ajanthan, Matt Ma, Anton van den Hengel, Stephen Gould
2023	J	`jnl`	BaLi-RF: Bandlimited Radiance Fields for Dynamic Scene Modeling. CoRR Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel
2023	A*	`conf`	Deep Weakly-supervised Anomaly Detection. KDD Guansong Pang, Chunhua Shen, Huidong Jin, Anton van den Hengel
2023	A*	`conf`	Distributionally Robust Bayesian Optimization with φ-divergences. NeurIPS Hisham Husain, Vu Nguyen, Anton van den Hengel
2023	A*	`conf`	Domain Generalization via Rationale Invariance. ICCV Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu
2023	J	`jnl`	Domain Generalization via Rationale Invariance. CoRR Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu
2023	J	`jnl`	Dynamic Convolution for 3D Point Cloud Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Tong He, Chunhua Shen, Anton van den Hengel
2023	J	`jnl`	Identifiable Latent Polynomial Causal Models Through the Lens of Change. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Knowledge Combination to Learn Rotated Detection Without Rotated Annotation. CoRR Tianyu Zhu, Bryce Ferenczi, Pulak Purkait, Tom Drummond, Hamid Rezatofighi, Anton van den Hengel
2023	A*	`conf`	Knowledge Combination to Learn Rotated Detection without Rotated Annotation. CVPR Tianyu Zhu, Bryce Ferenczi, Pulak Purkait, Tom Drummond, Hamid Rezatofighi, Anton van den Hengel
2023	A*	`conf`	Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems. CVPR Yangyang Shu, Anton van den Hengel, Lingqiao Liu
2023	J	`jnl`	Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems. CoRR Yangyang Shu, Anton van den Hengel, Lingqiao Liu
2023	J	`jnl`	Program Generation from Diverse Video Demonstrations. CoRR Anthony Manchin, Jamie Sherrah, Qi Wu, Anton van den Hengel
2023	J	`jnl`	Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation. CoRR Huong Ha, Vu Nguyen, Hongyu Zhang, Anton van den Hengel
2023	A*	`conf`	RanPAC: Random Projections and Pre-trained Models for Continual Learning. NeurIPS Mark D. McDonnell, Dong Gong, Amin Parvaneh, Ehsan Abbasnejad, Anton van den Hengel
2023	J	`jnl`	RanPAC: Random Projections and Pre-trained Models for Continual Learning. CoRR Mark D. McDonnell, Dong Gong, Amin Parvaneh, Ehsan Abbasnejad, Anton van den Hengel
2023	A*	`conf`	Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups. ICCV Peixia Li, Pulak Purkait, Thalaiyasingam Ajanthan, Majid Abdolshah, Ravi Garg, Hisham Husain, Chenchen Xu, Stephen Gould, Wanli Ouyang, Anton van den Hengel
2023	J	`jnl`	Unveiling Backbone Effects in CLIP: Exploring Representational Synergies and Variances. CoRR Cristian Rodriguez Opazo, Edison Marrese-Taylor, Ehsan Abbasnejad, Hamed Damirchi, Ignacio M. De La Jara, Felipe Bravo-Marquez, Anton van den Hengel
2023	J	`jnl`	Weakly Supervised Video Individual CountingWeakly Supervised Video Individual Counting. CoRR Xinyan Liu, Guorong Li, Yuankai Qi, Ziheng Yan, Zhenjun Han, Anton van den Hengel, Ming-Hsuan Yang, Qingming Huang
2023	J	`jnl`	Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines. CoRR Hamed Damirchi, Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Stephen Gould, Anton van den Hengel
2022	A*	`conf`	ANDEA: Anomaly and Novelty Detection, Explanation, and Accommodation. KDD Guansong Pang, Jundong Li, Anton van den Hengel, Longbing Cao, Thomas G. Dietterich
2022	A*	`conf`	Active Learning by Feature Mixing. CVPR Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Javen Qinfeng Shi
2022	J	`jnl`	Active Learning by Feature Mixing. CoRR Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Qinfeng (Javen) Shi
2022	J	`jnl`	CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. CoRR Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans
2022	J	`jnl`	CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. IEEE J. Biomed. Health Informatics Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans
2022	J	`jnl`	ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers. CoRR Yutong Xie, Jianpeng Zhang, Yong Xia, Anton van den Hengel, Qi Wu
2022	J	`jnl`	Confident Sinkhorn Allocation for Pseudo-Labeling. CoRR Vu Nguyen, Sachin Farfade, Anton van den Hengel
2022	—	`conf`	Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification. PAKDD (2) Guansong Pang, Ngoc Thien Anh Pham, Emma Baker, Rebecca Bentley, Anton van den Hengel
2022	A	`conf`	Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. WSDM Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel
2022	J	`jnl`	Deep Learning for Anomaly Detection: A Review. ACM Comput. Surv. Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel
2022	J	`jnl`	Deep Learning for Hate Speech Detection: A Comparative Study. CoRR Jitendra Singh Malik, Guansong Pang, Anton van den Hengel
2022	J	`jnl`	Distributionally Robust Bayesian Optimization with φ-divergences. CoRR Hisham Husain, Vu Nguyen, Anton van den Hengel
2022	J	`jnl`	Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging. Int. J. Comput. Vis. Qingsen Yan, Dong Gong, Qinfeng (Javen) Shi, Anton van den Hengel, Chunhua Shen, Ian D. Reid, Yanning Zhang
2022	J	`jnl`	EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering. CoRR Violetta Shevchenko, Ehsan Abbasnejad, Anthony R. Dick, Anton van den Hengel, Damien Teney
2022	A*	`conf`	Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization. CVPR Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel
2022	A	`conf`	ForeSI: Success-Aware Visual Navigation Agent. WACV Mohammad Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Qi Wu, Qinfeng (Javen) Shi, Anton van den Hengel
2022	J	`jnl`	High dynamic range imaging via gradient-aware context aggregation network. Pattern Recognit. Qingsen Yan, Dong Gong, Qinfeng (Javen) Shi, Anton van den Hengel, Jinqiu Sun, Yu Zhu, Yanning Zhang
2022	A*	`conf`	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. CVPR Qingsen Yan, Dong Gong, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi
2022	J	`jnl`	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. CoRR Dong Gong, Qingsen Yan, Yuhang Liu, Anton van den Hengel, Qinfeng (Javen) Shi
2022	—	`conf`	PointInst3D: Segmenting 3D Instances by Points. ECCV (3) Tong He, Wei Yin, Chunhua Shen, Anton van den Hengel
2022	J	`jnl`	PointInst3D: Segmenting 3D Instances by Points. CoRR Tong He, Chunhua Shen, Anton van den Hengel
2022	—	`conf`	Poseur: Direct Human Pose Regression with Transformers. ECCV (6) Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel
2022	J	`jnl`	Poseur: Direct Human Pose Regression with Transformers. CoRR Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel
2022	A	`conf`	Program Generation from Diverse Video Demonstrations. BMVC Anthony Manchin, Jamie Sherrah, Qi Wu, Anton van den Hengel
2022	A*	`conf`	Retrieval Augmented Classification for Long-Tail Visual Recognition. CVPR Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
2022	J	`jnl`	Retrieval Augmented Classification for Long-Tail Visual Recognition. CoRR Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
2022	J	`jnl`	Show, Price and Negotiate: A Negotiator With Online Value Look-Ahead. IEEE Trans. Multim. Amin Parvaneh, Ehsan Abbasnejad, Qi Wu, Qinfeng (Javen) Shi, Anton van den Hengel
2022	J	`jnl`	Structured Multimodal Attentions for TextVQA. IEEE Trans. Pattern Anal. Mach. Intell. Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu
2022	J	`jnl`	The devil is in the labels: Semantic segmentation from sentences. CoRR Wei Yin, Yifan Liu, Chunhua Shen, Anton van den Hengel, Baichuan Sun
2022	J	`jnl`	Understanding and Improving the Role of Projection Head in Self-Supervised Learning. CoRR Kartik Gupta, Thalaiyasingam Ajanthan, Anton van den Hengel, Stephen Gould
2022	J	`jnl`	Video super-resolution via mixed spatial-temporal convolution and selective fusion. Pattern Recognit. Wei Sun, Dong Gong, Javen Qinfeng Shi, Anton van den Hengel, Yanning Zhang
2022	J	`jnl`	Weight-variant Latent Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2021	A*	`conf`	Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA). KDD Guansong Pang, Jundong Li, Anton van den Hengel, Longbing Cao, Thomas G. Dietterich
2021	J	`jnl`	Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. CoRR Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel
2021	J	`jnl`	Deep Single Image Deraining via Modeling Haze-Like Effect. IEEE Trans. Multim. Yinglong Wang, Dong Gong, Jie Yang, Qinfeng Shi, Anton van den Hengel, Dehua Xie, Bing Zeng
2021	A*	`conf`	DyCo3D: Robust Instance Segmentation of 3D Point Clouds Through Dynamic Convolution. CVPR Tong He, Chunhua Shen, Anton van den Hengel
2021	J	`jnl`	Dynamic Convolution for 3D Point Cloud Instance Segmentation. CoRR Tong He, Chunhua Shen, Anton van den Hengel
2021	J	`jnl`	Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization. CoRR Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel
2021	J	`jnl`	Explainable Deep Few-shot Anomaly Detection with Deviation Networks. CoRR Guansong Pang, Choubo Ding, Chunhua Shen, Anton van den Hengel
2021	—	`conf`	Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps. CHI Extended Abstracts Haifeng Shen, Kewen Liao, Zhibin Liao, Job N. Doornberg, Maoying Qiao, Anton van den Hengel, Johan W. Verjans
2021	J	`jnl`	Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. CoRR Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu
2021	J	`jnl`	Learning for Visual Navigation by Imagining the Success. CoRR Mohammad Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Qi Wu, Javen Shi, Anton van den Hengel
2021	J	`jnl`	Learning to Zoom-In via Learning to Zoom-Out: Real-World Super-Resolution by Generating and Adapting Degradation. IEEE Trans. Image Process. Wei Sun, Dong Gong, Qinfeng Shi, Anton van den Hengel, Yanning Zhang
2021	A*	`conf`	Memory-augmented Dynamic Neural Relational Inference. ICCV Dong Gong, Zhen Zhang, Qinfeng (Javen) Shi, Anton van den Hengel
2021	J	`jnl`	Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge. CoRR Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel
2021	A*	`conf`	The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. ICCV Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu
2021	A*	`conf`	Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data. KDD Guansong Pang, Anton van den Hengel, Chunhua Shen, Longbing Cao
2021	A*	`conf`	Unshuffling Data for Improved Generalization in Visual Question Answering. ICCV Damien Teney, Ehsan Abbasnejad, Anton van den Hengel
2020	—	`conf`	AIML at VQA-Med 2020: Knowledge Inference via a Skeleton-based Sentence Mapping Approach for Medical Domain Visual Question Answering. CLEF (Working Notes) Zhibin Liao, Qi Wu, Chunhua Shen, Anton van den Hengel, Johan Verjans
2020	J	`jnl`	Accurate Tensor Completion via Adaptive Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2020	J	`jnl`	Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network. Int. J. Comput. Vis. Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel
2020	A*	`conf`	Counterfactual Vision and Language Learning. CVPR Ehsan Abbasnejad, Damien Teney, Amin Parvaneh, Javen Shi, Anton van den Hengel
2020	A*	`conf`	Counterfactual Vision-and-Language Navigation: Unravelling the Unseen. NeurIPS Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Qinfeng Shi, Anton van den Hengel
2020	J	`jnl`	Deep Learning for Anomaly Detection: A Review. CoRR Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel
2020	J	`jnl`	Deep Multi-task Learning for Depression Detection and Prediction in Longitudinal Data. CoRR Guansong Pang, Ngoc Thien Anh Pham, Emma Baker, Rebecca Bentley, Anton van den Hengel
2020	J	`jnl`	Deep Reinforcement Learning for Unknown Anomaly Detection. CoRR Guansong Pang, Anton van den Hengel, Chunhua Shen, Longbing Cao
2020	J	`jnl`	DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution. CoRR Tong He, Chunhua Shen, Anton van den Hengel
2020	J	`jnl`	GADE: A Generative Adversarial Approach to Density Estimation and its Applications. Int. J. Comput. Vis. M. Ehsan Abbasnejad, Javen Shi, Anton van den Hengel, Lingqiao Liu
2020	A*	`conf`	Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning. CVPR Ehsan Abbasnejad, Iman Abbasnejad, Qi Wu, Javen Shi, Anton van den Hengel
2020	J	`jnl`	Learning Deep Gradient Descent Optimization for Image Deconvolution. IEEE Trans. Neural Networks Learn. Syst. Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang
2020	—	`conf`	Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision. ECCV (10) Damien Teney, Ehsan Abbasnejad, Anton van den Hengel
2020	J	`jnl`	Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision. CoRR Damien Teney, Ehsan Abbasnejad, Anton van den Hengel
2020	J	`jnl`	Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation. CoRR Dong Gong, Wei Sun, Qinfeng Shi, Anton van den Hengel, Yanning Zhang
2020	—	`conf`	Medical Data Inquiry Using a Question Answering Model. ISBI Zhibin Liao, Lingqiao Liu, Qi Wu, Damien Teney, Chunhua Shen, Anton van den Hengel, Johan Verjans
2020	J	`jnl`	Multi-way backpropagation for training compact deep neural networks. Neural Networks Yong Guo, Jian Chen, Qing Du, Anton van den Hengel, Qinfeng Shi, Mingkui Tan
2020	—	`conf`	Object-and-Action Aware Model for Visual Language Navigation. ECCV (10) Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu
2020	J	`jnl`	Object-and-Action Aware Model for Visual Language Navigation. CoRR Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu
2020	A*	`conf`	On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering. CVPR Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang
2020	J	`jnl`	On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering. CoRR Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang
2020	A*	`conf`	On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law. NeurIPS Damien Teney, Ehsan Abbasnejad, Kushal Kafle, Robik Shrestha, Christopher Kanan, Anton van den Hengel
2020	J	`jnl`	On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law. CoRR Damien Teney, Kushal Kafle, Robik Shrestha, Ehsan Abbasnejad, Christopher Kanan, Anton van den Hengel
2020	A*	`conf`	REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments. CVPR Yuankai Qi, Qi Wu, Peter Anderson, Xin Wang, William Yang Wang, Chunhua Shen, Anton van den Hengel
2020	J	`jnl`	Scripted Video Generation With a Bottom-Up Generative Adversarial Network. IEEE Trans. Image Process. Qi Chen, Qi Wu, Jian Chen, Qingyao Wu, Anton van den Hengel, Mingkui Tan
2020	A*	`conf`	Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection. CVPR Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai
2020	J	`jnl`	Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection. CoRR Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai
2020	J	`jnl`	Structured Multimodal Attentions for TextVQA. CoRR Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu
2020	J	`jnl`	Towards Effective Deep Embedding for Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel
2020	J	`jnl`	Unshuffling Data for Improved Generalization. CoRR Damien Teney, Ehsan Abbasnejad, Anton van den Hengel
2020	A*	`conf`	V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices. AAAI Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2020	J	`jnl`	Visual Question Answering with Prior Class Semantics. CoRR Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel
2019	A*	`conf`	A Generative Adversarial Density Estimator. CVPR M. Ehsan Abbasnejad, Qinfeng Shi, Anton van den Hengel, Lingqiao Liu
2019	J	`jnl`	Accurate imagery recovery using a multi-observation patch model. Inf. Sci. Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2019	A*	`conf`	Actively Seeking and Learning From Live Data. CVPR Damien Teney, Anton van den Hengel
2019	J	`jnl`	Actively Seeking and Learning from Live Data. CoRR Damien Teney, Anton van den Hengel
2019	J	`jnl`	An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. CoRR Yinglong Wang, Dong Gong, Jie Yang, Qinfeng Shi, Anton van den Hengel, Dehua Xie, Bing Zeng
2019	A*	`conf`	Attention-Guided Network for Ghost-Free High Dynamic Range Imaging. CVPR Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian D. Reid, Yanning Zhang
2019	J	`jnl`	Attention-guided Network for Ghost-free High Dynamic Range Imaging. CoRR Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian D. Reid, Yanning Zhang
2019	A*	`conf`	Deep Anomaly Detection with Deviation Networks. KDD Guansong Pang, Chunhua Shen, Anton van den Hengel
2019	J	`jnl`	Deep Anomaly Detection with Deviation Networks. CoRR Guansong Pang, Chunhua Shen, Anton van den Hengel
2019	—	`conf`	End-To-End Diagnosis And Segmentation Learning From Cardiac Magnetic Resonance Imaging. ISBI Gerard Snaauw, Dong Gong, Gabriel Maicas, Anton van den Hengel, Wiro J. Niessen, Johan Verjans, Gustavo Carneiro
2019	J	`jnl`	MPTV: Matching Pursuit-Based Total Variation Minimization for Image Deconvolution. IEEE Trans. Image Process. Dong Gong, Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Yanning Zhang
2019	A*	`conf`	Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection. ICCV Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel
2019	J	`jnl`	Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection. CoRR Dong Gong, Lingqiao Liu, Vuong Le, Budhaditya Saha, Moussa Reda Mansour, Svetha Venkatesh, Anton van den Hengel
2019	A*	`conf`	Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks. CVPR Peng Wang, Qi Wu, Jiewei Cao, Chunhua Shen, Lianli Gao, Anton van den Hengel
2019	J	`jnl`	On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints. CoRR Damien Teney, Ehsan Abbasnejad, Anton van den Hengel
2019	J	`jnl`	REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. CoRR José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic
2019	J	`jnl`	RERERE: Remote Embodied Referring Expressions in Real indoor Environments. CoRR Yuankai Qi, Qi Wu, Peter Anderson, Marco Liu, Chunhua Shen, Anton van den Hengel
2019	—	`conf`	Reinforcement Learning with Attention that Works: A Self-Supervised Approach. ICONIP (5) Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel
2019	J	`jnl`	Reinforcement Learning with Attention that Works: A Self-Supervised Approach. CoRR Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel
2019	J	`jnl`	Unsupervised Domain Adaptation Using Robust Class-Wise Matching. IEEE Trans. Circuits Syst. Video Technol. Lei Zhang, Peng Wang, Wei Wei, Hao Lu, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2019	J	`jnl`	V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices. CoRR Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2019	A*	`conf`	Visual Question Answering as Reading Comprehension. CVPR Hui Li, Peng Wang, Chunhua Shen, Anton van den Hengel
2019	A*	`conf`	Watch, Reason and Code: Learning to Represent Videos Using Program. ACM Multimedia Xuguang Duan, Qi Wu, Chuang Gan, Yiwei Zhang, Wenbing Huang, Anton van den Hengel, Wenwu Zhu
2019	J	`jnl`	Weakly-supervised Deep Anomaly Detection with Pairwise Relation Learning. CoRR Guansong Pang, Anton van den Hengel, Chunhua Shen
2019	A*	`conf`	What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions. CVPR Ehsan Abbasnejad, Qi Wu, Qinfeng Shi, Anton van den Hengel
2019	J	`jnl`	Wider or Deeper: Revisiting the ResNet Model for Visual Recognition. Pattern Recognit. Zifeng Wu, Chunhua Shen, Anton van den Hengel
2018	A	`conf`	Active Learning from Noisy Tagged Images. BMVC M. Ehsan Abbasnejad, Anthony R. Dick, Qinfeng Shi, Anton van den Hengel
2018	J	`jnl`	Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network. CoRR Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel
2018	J	`jnl`	An Active Information Seeking Model for Goal-oriented Vision-and-Language Tasks. CoRR Ehsan Abbasnejad, Qi Wu, Iman Abbasnejad, Javen Shi, Anton van den Hengel
2018	J	`jnl`	An Embarrassingly Simple Approach to Visual Domain Adaptation. IEEE Trans. Image Process. Hao Lu, Chunhua Shen, Zhiguo Cao, Yang Xiao, Anton van den Hengel
2018	A*	`conf`	Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning. CVPR Qi Wu, Peng Wang, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2018	J	`jnl`	Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction. Int. J. Comput. Vis. Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2018	—	`conf`	Discriminative Clustering of High-Dimensional Data Using Generative Modeling. MWSCAS Masoud Abdi, Chee Peng Lim, Shady M. K. Mohamed, Saeid Nahavandi, Ehsan Abbasnejad, Anton van den Hengel
2018	J	`jnl`	End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging. CoRR Gerard Snaauw, Dong Gong, Gabriel Maicas, Anton van den Hengel, Wiro J. Niessen, Johan Verjans, Gustavo Carneiro
2018	J	`jnl`	Exploring Context with Deep Structured Models for Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid
2018	J	`jnl`	FVQA: Fact-Based Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. Peng Wang, Qi Wu, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2018	—	`conf`	Goal-Oriented Visual Question Generation via Intermediate Rewards. ECCV (5) Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu, Anton van den Hengel
2018	A*	`conf`	HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection. AAAI Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2018	J	`jnl`	Image Captioning and Visual Question Answering Based on Attributes and External Knowledge. IEEE Trans. Pattern Anal. Mach. Intell. Qi Wu, Chunhua Shen, Peng Wang, Anthony R. Dick, Anton van den Hengel
2018	J	`jnl`	Learning an Optimizer for Image Deconvolution. CoRR Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang
2018	J	`jnl`	MPTV: Matching Pursuit Based Total Variation Minimization for Image Deconvolution. CoRR Dong Gong, Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Yanning Zhang
2018	J	`jnl`	Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks. CoRR Peng Wang, Qi Wu, Jiewei Cao, Chunhua Shen, Lianli Gao, Anton van den Hengel
2018	A*	`conf`	Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries. CVPR Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2018	J	`jnl`	Pushing the Limits of Deep CNNs for Pedestrian Detection. IEEE Trans. Circuits Syst. Video Technol. Qichang Hu, Peng Wang, Chunhua Shen, Anton van den Hengel, Fatih Porikli
2018	A*	`conf`	Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge. CVPR Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel
2018	J	`jnl`	Towards Effective Deep Embedding for Zero-Shot Learning. CoRR Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel
2018	A*	`conf`	Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments. CVPR Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sünderhauf, Ian D. Reid, Stephen Gould, Anton van den Hengel
2018	A*	`conf`	Visual Question Answering With Memory-Augmented Networks. CVPR Chao Ma, Chunhua Shen, Anthony R. Dick, Qi Wu, Peng Wang, Anton van den Hengel, Ian D. Reid
2018	J	`jnl`	Visual Question Answering as Reading Comprehension. CoRR Hui Li, Peng Wang, Chunhua Shen, Anton van den Hengel
2018	—	`conf`	Visual Question Answering as a Meta Learning Task. ECCV (15) Damien Teney, Anton van den Hengel
2018	J	`jnl`	What's to know? Uncertainty as a Guide to Asking Goal-oriented Questions. CoRR Ehsan Abbasnejad, Qi Wu, Javen Shi, Anton van den Hengel
2017	J	`jnl`	A hierarchical model for recognizing alarming states in a batteryless sensor alarm intervention for preventing falls in older people. Pervasive Mob. Comput. Roberto Luis Shinmoto Torres, Qinfeng Shi, Anton van den Hengel, Damith Chinthana Ranasinghe
2017	J	`jnl`	Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning. CoRR Qi Wu, Peng Wang, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2017	J	`jnl`	Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards. CoRR Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu, Anton van den Hengel
2017	J	`jnl`	Bayesian Conditional Generative Adverserial Networks. CoRR M. Ehsan Abbasnejad, Qinfeng Shi, Iman Abbasnejad, Anton van den Hengel, Anthony R. Dick
2017	J	`jnl`	Beyond Low Rank: A Data-Adaptive Tensor Completion Method. CoRR Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2017	J	`jnl`	Care about you: towards large-scale human-centric visual relationship detection. CoRR Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2017	J	`jnl`	Compositional Model Based Fisher Vector Coding for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen
2017	J	`jnl`	Cross-Convolutional-Layer Pooling for Image Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2017	J	`jnl`	Deep linear discriminant analysis on fisher networks: A hybrid architecture for person re-identification. Pattern Recognit. Lin Wu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	Explicit Knowledge-based Reasoning for Visual Question Answering. IJCAI Peng Wang, Qi Wu, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2017	A*	`conf`	From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur. CVPR Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian D. Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2017	A*	`conf`	Graph-Structured Representations for Visual Question Answering. CVPR Damien Teney, Lingqiao Liu, Anton van den Hengel
2017	A*	`conf`	Infinite Variational Autoencoder for Semi-Supervised Learning. CVPR M. Ehsan Abbasnejad, Anthony R. Dick, Anton van den Hengel
2017	J	`jnl`	Large-Scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications. IEEE Trans. Pattern Anal. Mach. Intell. Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr
2017	B	`conf`	Large-Scale Camera Network Topology Estimation by Lighting Variation. ACIVS Michael Zhu, Anthony R. Dick, Anton van den Hengel
2017	J	`jnl`	Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognition. Pattern Recognit. Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	MPGL: An Efficient Matching Pursuit Method for Generalized LASSO. AAAI Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi
2017	J	`jnl`	Mining Mid-level Visual Patterns with Deep CNN Activations. Int. J. Comput. Vis. Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	Multi-attention Network for One Shot Learning. CVPR Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen
2017	J	`jnl`	Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries. CoRR Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2017	J	`jnl`	Part-Based Robust Tracking Using Online Latent Structured Learning. IEEE Trans. Circuits Syst. Video Technol. Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den Hengel
2017	J	`jnl`	Real-time Semantic Image Segmentation via Spatial Sparsity. CoRR Zifeng Wu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	Self-Paced Kernel Estimation for Robust Blind Image Deblurring. ICCV Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi
2017	A*	`conf`	Sequential Person Recognition in Photo Albums with a Recurrent Network. CVPR Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties. AAAI Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel
2017	J	`jnl`	Structured learning of metric ensembles with application to person re-identification. Comput. Vis. Image Underst. Sakrapee Paisitkriangkrai, Lin Wu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions. CVPR Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel
2017	J	`jnl`	Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge. CoRR Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel
2017	J	`jnl`	Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments. CoRR Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sünderhauf, Ian D. Reid, Stephen Gould, Anton van den Hengel
2017	J	`jnl`	Visual Question Answering as a Meta Learning Task. CoRR Damien Teney, Anton van den Hengel
2017	J	`jnl`	Visual Question Answering with Memory-Augmented Networks. CoRR Chao Ma, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2017	J	`jnl`	Visual Question Answering: A Tutorial. IEEE Signal Process. Mag. Damien Teney, Qi Wu, Anton van den Hengel
2017	J	`jnl`	Visual question answering: A survey of methods and datasets. Comput. Vis. Image Underst. Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2017	J	`jnl`	Visually Aligned Word Embeddings for Improving Zero-shot Learning. CoRR Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2017	A*	`conf`	When Unsupervised Domain Adaptation Meets Tensor Representations. ICCV Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel
2017	J	`jnl`	When Unsupervised Domain Adaptation Meets Tensor Representations. CoRR Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel
2016	A*	`conf`	Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources. CVPR Qi Wu, Peng Wang, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2016	A*	`conf`	Blind Image Deconvolution by Automatic Gradient Activation. CVPR Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi
2016	J	`jnl`	Bridging Category-level and Instance-level Semantic Image Segmentation. CoRR Zifeng Wu, Chunhua Shen, Anton van den Hengel
2016	—	`conf`	Cluster Sparsity Field for Hyperspectral Imagery Denoising. ECCV (5) Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2016	J	`jnl`	Compositional Model based Fisher Vector Coding for Image Classification. CoRR Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen
2016	J	`jnl`	Deep Linear Discriminant Analysis on Fisher Networks: A Hybrid Architecture for Person Re-identification. CoRR Lin Wu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach. CoRR Lin Wu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2016	J	`jnl`	Effectiveness of a Batteryless and Wireless Wearable Sensor System for Identifying Bed and Chair Exits in Healthy Older People. Sensors Roberto Luis Shinmoto Torres, Renuka Visvanathan, Stephen Hoskins, Anton van den Hengel, Damith Chinthana Ranasinghe
2016	A*	`conf`	Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation. CVPR Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian D. Reid
2016	J	`jnl`	Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference. Int. J. Comput. Vis. Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr
2016	J	`jnl`	Exploring Context with Deep Structured models for Semantic Segmentation. CoRR Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid
2016	J	`jnl`	FVQA: Fact-based Visual Question Answering. CoRR Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony R. Dick
2016	J	`jnl`	Fast Detection of Multiple Objects in Traffic Scenes With a Common Detection Framework. IEEE Trans. Intell. Transp. Syst. Qichang Hu, Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel, Fatih Porikli
2016	J	`jnl`	From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur. CoRR Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian D. Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2016	J	`jnl`	Graph-Structured Representations for Visual Question Answering. CoRR Damien Teney, Lingqiao Liu, Anton van den Hengel
2016	J	`jnl`	Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution. CoRR Peng Wang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel, Heng Tao Shen
2016	J	`jnl`	High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks. CoRR Zifeng Wu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Image Captioning and Visual Question Answering Based on Attributes and Their Related External Knowledge. CoRR Qi Wu, Chunhua Shen, Anton van den Hengel, Peng Wang, Anthony R. Dick
2016	—	`conf`	Image Co-localization by Mimicking a Good Detector's Confidence Score Distribution. ECCV (2) Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Image Co-localization by Mimicking a Good Detector's Confidence Score Distribution. CoRR Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Infinite Variational Autoencoder for Semi-Supervised Learning. CoRR Ehsan Abbasnejad, Anthony R. Dick, Anton van den Hengel
2016	A*	`conf`	Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data. AAAI Mingkui Tan, Yan Yan, Li Wang, Anton van den Hengel, Ivor W. Tsang, Qinfeng (Javen) Shi
2016	J	`jnl`	Learning from Imbalanced Multiclass Sequential Data Streams Using Dynamically Weighted Conditional Random Fields. CoRR Roberto Luis Shinmoto Torres, Damith Chinthana Ranasinghe, Qinfeng Shi, Anton van den Hengel
2016	A*	`conf`	Less is More: Zero-Shot Learning from Online Textual Documents with Noise Suppression. CVPR Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Less is more: zero-shot learning from online textual documents with noise suppression. CoRR Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Online unsupervised feature learning for visual tracking. Image Vis. Comput. Fayao Liu, Chunhua Shen, Ian Reid, Anton van den Hengel
2016	A*	`conf`	Pairwise Matching through Max-Weight Bipartite Belief Propagation. CVPR Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Anton van den Hengel
2016	J	`jnl`	Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning. IEEE Trans. Pattern Anal. Mach. Intell. Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	PersonNet: Person Re-identification with Deep Convolutional Neural Networks. CoRR Lin Wu, Chunhua Shen, Anton van den Hengel
2016	A*	`conf`	Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization. CVPR Mingkui Tan, Shijie Xiao, Junbin Gao, Dong Xu, Anton van den Hengel, Qinfeng Shi
2016	J	`jnl`	Pushing the Limits of Deep CNNs for Pedestrian Detection. CoRR Qichang Hu, Peng Wang, Chunhua Shen, Anton van den Hengel, Fatih Murat Porikli
2016	J	`jnl`	Semantic Labeling of Aerial and Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sakrapee Paisitkriangkrai, Jamie Sherrah, Pranam Janney, Anton van den Hengel
2016	J	`jnl`	Sequential Person Recognition in Photo Albums with a Recurrent Network. CoRR Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs. CoRR Yong Guo, Mingkui Tan, Qingyao Wu, Jian Chen, Anton van den Hengel, Qinfeng Shi
2016	J	`jnl`	The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions. CoRR Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Visual Question Answering: A Survey of Methods and Datasets. CoRR Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2016	A*	`conf`	What Value Do Explicit High Level Concepts Have in Vision to Language Problems? CVPR Qi Wu, Chunhua Shen, Lingqiao Liu, Anthony R. Dick, Anton van den Hengel
2016	A*	`conf`	What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. CVPR Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen
2016	J	`jnl`	Wider or Deeper: Revisiting the ResNet Model for Visual Recognition. CoRR Zifeng Wu, Chunhua Shen, Anton van den Hengel
2016	J	`jnl`	Zero-Shot Visual Question Answering. CoRR Damien Teney, Anton van den Hengel
2015	J	`jnl`	A Hybrid Loss for Multiclass and Structured Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Qinfeng Shi, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang
2015	Misc	`conf`	A Study of the Region Covariance Descriptor: Impact of Feature Selection and Image Transformations. DICTA Hayden Faulkner, Ergnoor Shehu, Zygmunt L. Szpak, Wojciech Chojnacki, Jules-Raymond Tapamo, Anthony R. Dick, Anton van den Hengel
2015	J	`jnl`	A model-based approach to recovering the structure of a plant from images. CoRR Ben Ward, John W. Bastian, Anton van den Hengel, Daniel Pooley, Rajendra Bari, Bettina Berger, Mark A. Tester
2015	J	`jnl`	Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources. CoRR Qi Wu, Peng Wang, Chunhua Shen, Anton van den Hengel, Anthony R. Dick
2015	Misc	`conf`	Camera Network Topology Estimation by Lighting Variation. DICTA Michael Zhu, Anthony R. Dick, Anton van den Hengel
2015	J	`jnl`	Cross-convolutional-layer Pooling for Generic Visual Recognition. CoRR Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2015	—	`conf`	Deeply Learning the Messages in Message Passing Inference. NIPS Guosheng Lin, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2015	J	`jnl`	Deeply Learning the Messages in Message Passing Inference. CoRR Guosheng Lin, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2015	A*	`conf`	Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs. CVPR Bo Li, Chunhua Shen, Yuchao Dai, Anton van den Hengel, Mingyi He
2015	—	`conf`	Effective semantic pixel labelling with convolutional networks and Conditional Random Fields. CVPR Workshops Sakrapee Paisitkriangkrai, Jamie Sherrah, Pranam Janney, Anton van den Hengel
2015	J	`jnl`	Efficient SDP Inference for Fully-connected CRFs Based on Low-rank Decomposition. CoRR Peng Wang, Chunhua Shen, Anton van den Hengel
2015	A*	`conf`	Efficient SDP inference for fully-connected CRFs based on low-rank decomposition. CVPR Peng Wang, Chunhua Shen, Anton van den Hengel
2015	J	`jnl`	Efficient piecewise training of deep structured models for semantic segmentation. CoRR Guosheng Lin, Chunhua Shen, Ian D. Reid, Anton van den Hengel
2015	J	`jnl`	Enforcing consistency constraints in uncalibrated multiple homography estimation using latent variables. Mach. Vis. Appl. Wojciech Chojnacki, Zygmunt L. Szpak, Michael J. Brooks, Anton van den Hengel
2015	J	`jnl`	Explicit Knowledge-based Reasoning for Visual Question Answering. CoRR Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony R. Dick
2015	J	`jnl`	Fast detection of multiple objects in traffic scenes with a common detection framework. CoRR Qichang Hu, Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel, Fatih Porikli
2015	J	`jnl`	Guaranteed Ellipse Fitting with a Confidence Region and an Uncertainty Measure for Centre, Axes, and Orientation. J. Math. Imaging Vis. Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel
2015	J	`jnl`	Hashing on Nonlinear Manifolds. IEEE Trans. Image Process. Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen
2015	J	`jnl`	Image Captioning with an Intermediate Attributes Layer. CoRR Qi Wu, Chunhua Shen, Anton van den Hengel, Lingqiao Liu, Anthony R. Dick
2015	A*	`conf`	Image-Based Recommendations on Styles and Substitutes. SIGIR Julian J. McAuley, Christopher Targett, Qinfeng Shi, Anton van den Hengel
2015	J	`jnl`	Image-based Recommendations on Styles and Substitutes. CoRR Julian J. McAuley, Christopher Targett, Qinfeng Shi, Anton van den Hengel
2015	J	`jnl`	Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognition. CoRR Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2015	A*	`conf`	Learning graph structure for multi-label image classification via clique generation. CVPR Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Junbin Gao, Fuyuan Hu, Zhen Zhang
2015	A*	`conf`	Learning to rank in person re-identification with metric ensembles. CVPR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2015	J	`jnl`	Learning to rank in person re-identification with metric ensembles. CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2015	A*	`conf`	Mid-level deep pattern mining. CVPR Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2015	J	`jnl`	Mining Mid-level Visual Patterns with Deep CNN Activations. CoRR Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2015	A*	`conf`	Part-based modelling of compound scenes from images. CVPR Anton van den Hengel, Chris Russell, Anthony R. Dick, John W. Bastian, Daniel Pooley, Lachlan Fleming, Lourdes Agapito
2015	A*	`conf`	Robust multiple homography estimation: An ill-solved problem. CVPR Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel
2015	J	`jnl`	Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient. CoRR Mingkui Tan, Shijie Xiao, Junbin Gao, Dong Xu, Anton van den Hengel, Qinfeng Shi
2015	J	`jnl`	Structured learning of metric ensembles with application to person re-identification. CoRR Sakrapee Paisitkriangkrai, Lin Wu, Chunhua Shen, Anton van den Hengel
2015	J	`jnl`	Supervised Hashing Using Graph Cuts and Boosted Decision Trees. IEEE Trans. Pattern Anal. Mach. Intell. Guosheng Lin, Chunhua Shen, Anton van den Hengel
2015	A*	`conf`	The treasure beneath convolutional layers: Cross-convolutional-layer pooling for image classification. CVPR Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2015	J	`jnl`	Worst Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems. IEEE Trans. Image Process. Hui Li, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2014	J	`jnl`	A Hybrid Loss for Multiclass and Structured Prediction. CoRR Qinfeng Shi, Mark D. Reid, Tibério S. Caetano, Anton van den Hengel, Zhenhua Wang
2014	—	`conf`	A Model-Based Approach to Recovering the Structure of a Plant from Images. ECCV Workshops (4) Ben Ward, John W. Bastian, Anton van den Hengel, Daniel Pooley, Rajendra Bari, Bettina Berger, Mark A. Tester
2014	—	`conf`	A relaxation method to articulated trajectory reconstruction from monocular image sequence. ChinaSIP Bo Li, Yuchao Dai, Mingyi He, Anton van den Hengel
2014	J	`jnl`	Asymmetric Pruning for Learning Cascade Detectors. IEEE Trans. Multim. Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Characterness: An Indicator of Text in the Wild. IEEE Trans. Image Process. Yao Li, Wenjing Jia, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Deconstruction of compound objects from image sets. CoRR Anton van den Hengel, John W. Bastian, Anthony R. Dick, Lachlan Fleming
2014	J	`jnl`	Efficient Dual Approach to Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel
2014	J	`jnl`	Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference. CoRR Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr
2014	—	`conf`	Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors. NIPS Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang
2014	J	`jnl`	Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors. CoRR Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang
2014	A*	`conf`	Fast Supervised Hashing with Decision Trees for High-Dimensional Data. CVPR Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter
2014	J	`jnl`	Fast Supervised Hashing with Decision Trees for High-Dimensional Data. CoRR Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter
2014	J	`jnl`	Fast approximate L Comput. Stat. Data Anal. Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, Zhenmin Tang
2014	J	`jnl`	Hashing on Nonlinear Manifolds. CoRR Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen
2014	J	`jnl`	Large-Margin Learning of Compact Binary Image Encodings. IEEE Trans. Image Process. Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2014	—	`ch.`	Large-Scale Camera Topology Mapping: Application to Re-identification. Person Re-Identification Anthony R. Dick, Anton van den Hengel, Henry Detmold
2014	J	`jnl`	Large-margin Learning of Compact Binary Image Encodings. CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications. CoRR Peng Wang, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Mid-level Deep Pattern Mining. CoRR Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning. CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	RandomBoost: Simplified Multiclass Boosting Through Randomization. IEEE Trans. Neural Networks Learn. Syst. Sakrapee Paisitkriangkrai, Chunhua Shen, Qinfeng Shi, Anton van den Hengel
2014	J	`jnl`	Sampson distance based joint estimation of multiple homographies with uncalibrated cameras. Comput. Vis. Image Underst. Zygmunt L. Szpak, Wojciech Chojnacki, Anders P. Eriksson, Anton van den Hengel
2014	—	`ch.`	Semidefinite Programming. Computer Vision, A Reference Guide Chunhua Shen, Anton van den Hengel
2014	—	`conf`	Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features. ECCV (4) Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features. CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	StructBoost: Boosting Methods for Predicting Structured Output Variables. IEEE Trans. Pattern Anal. Mach. Intell. Chunhua Shen, Guosheng Lin, Anton van den Hengel
2014	J	`jnl`	Supervised Hashing Using Graph Cuts and Boosted Decision Trees. CoRR Guosheng Lin, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image Classification. CoRR Lingqiao Liu, Chunhua Shen, Anton van den Hengel
2014	J	`jnl`	Worst-Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems. CoRR Hui Li, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2013	J	`jnl`	A Fast Semidefinite Approach to Solving Binary Quadratic Problems CoRR Peng Wang, Chunhua Shen, Anton van den Hengel
2013	A*	`conf`	A Fast Semidefinite Approach to Solving Binary Quadratic Problems. CVPR Peng Wang, Chunhua Shen, Anton van den Hengel
2013	A*	`conf`	A General Two-Step Approach to Learning-Based Hashing. ICCV Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel
2013	J	`jnl`	A General Two-Step Approach to Learning-Based Hashing. CoRR Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel
2013	J	`jnl`	A Survey of Appearance Models in Visual Object Tracking CoRR Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony R. Dick, Anton van den Hengel
2013	J	`jnl`	A scalable stage-wise approach to large-margin multi-class loss based boosting. CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2013	J	`jnl`	A survey of appearance models in visual object tracking. ACM Trans. Intell. Syst. Technol. Xi Li, Weiming Hu, Chunhua Shen, Zhongfei Zhang, Anthony R. Dick, Anton van den Hengel
2013	J	`jnl`	An Efficient Dual Approach to Distance Metric Learning CoRR Chunhua Shen, Junae Kim, Fayao Liu, Lei Wang, Anton van den Hengel
2013	J	`jnl`	Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis. IEEE Trans. Image Process. Fumin Shen, Chunhua Shen, Anton van den Hengel, Zhenmin Tang
2013	B	`conf`	Approximate constraint generation for efficient structured boosting. ICIP Guosheng Lin, Chunhua Shen, Anton van den Hengel
2013	J	`jnl`	Asymmetric Pruning for Learning Cascade Detectors CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2013	A*	`conf`	Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs. CVPR Zhenhua Wang, Qinfeng Shi, Chunhua Shen, Anton van den Hengel
2013	J	`jnl`	Characterness: An Indicator of Text in the Wild. CoRR Yao Li, Wenjing Jia, Chunhua Shen, Anton van den Hengel
2013	J	`jnl`	Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations. CoRR Zhen Zhang, Qinfeng Shi, Yanning Zhang, Chunhua Shen, Anton van den Hengel
2013	A*	`conf`	Contextual Hypergraph Modeling for Salient Object Detection. ICCV Xi Li, Yao Li, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2013	J	`jnl`	Contextual Hypergraph Modelling for Salient Object Detection. CoRR Xi Li, Yao Li, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2013	A*	`conf`	Efficient Pedestrian Detection by Directly Optimizing the Partial Area under the ROC Curve. ICCV Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2013	J	`jnl`	Efficient pedestrian detection by directly optimize the partial area under the ROC curve. CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2013	B	`conf`	Extended depth-of-field via focus stacking and graph cuts. ICIP Chao Zhang, John W. Bastian, Chunhua Shen, Anton van den Hengel, Tingzhi Shen
2013	J	`jnl`	Fast Approximate L_infty Minimization: Speeding Up Robust Regression CoRR Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, Zhenmin Tang
2013	J	`jnl`	Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. CoRR Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter
2013	J	`jnl`	Fully corrective boosting with arbitrary loss and regularization. Neural Networks Chunhua Shen, Hanxi Li, Anton van den Hengel
2013	J	`jnl`	Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Xi Li, Anthony R. Dick, Chunhua Shen, Anton van den Hengel, Hanzi Wang
2013	J	`jnl`	Inductive Hashing on Manifolds CoRR Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang
2013	A*	`conf`	Inductive Hashing on Manifolds. CVPR Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang
2013	A*	`conf`	Learning Compact Binary Codes for Visual Tracking. CVPR Xi Li, Chunhua Shen, Anthony R. Dick, Anton van den Hengel
2013	J	`jnl`	Learning Hash Functions Using Column Generation CoRR Xi Li, Guosheng Lin, Chunhua Shen, Anton van den Hengel, Anthony R. Dick
2013	—	`conf`	Learning Hash Functions Using Column Generation. ICML (1) Xi Li, Guosheng Lin, Chunhua Shen, Anton van den Hengel, Anthony R. Dick
2013	B	`conf`	Leveraging surrounding context for scene text detection. ICIP Yao Li, Chunhua Shen, Wenjing Jia, Anton van den Hengel
2013	J	`jnl`	Online Unsupervised Feature Learning for Visual Tracking. CoRR Fayao Liu, Chunhua Shen, Ian Reid, Anton van den Hengel
2013	A*	`conf`	Part-Based Visual Tracking with Online Latent Structural Learning. CVPR Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den Hengel
2013	J	`jnl`	RandomBoost: Simplified Multi-class Boosting through Randomization CoRR Sakrapee Paisitkriangkrai, Chunhua Shen, Qinfeng Shi, Anton van den Hengel
2013	J	`jnl`	Shape Similarity Analysis by Self-Tuning Locally Constrained Mixed-Diffusion. IEEE Trans. Multim. Lei Luo, Chunhua Shen, Chunyuan Zhang, Anton van den Hengel
2013	J	`jnl`	Spatially aware feature selection and weighting for object retrieval. Image Vis. Comput. Yanzhi Chen, Anthony R. Dick, Xi Li, Anton van den Hengel
2013	J	`jnl`	StructBoost: Boosting Methods for Predicting Structured Output Variables CoRR Chunhua Shen, Guosheng Lin, Anton van den Hengel
2013	J	`jnl`	Training Effective Node Classifiers for Cascade Classification CoRR Chunhua Shen, Peng Wang, Sakrapee Paisitkriangkrai, Anton van den Hengel
2013	J	`jnl`	Training Effective Node Classifiers for Cascade Classification. Int. J. Comput. Vis. Chunhua Shen, Peng Wang, Sakrapee Paisitkriangkrai, Anton van den Hengel
2013	J	`jnl`	Visual Tracking With Spatio-Temporal Dempster-Shafer Information Fusion. IEEE Trans. Image Process. Xi Li, Anthony R. Dick, Chunhua Shen, Zhongfei Zhang, Anton van den Hengel, Hanzi Wang
2012	Misc	`conf`	A Comparison of Ellipse Fitting Methods and Implications for Multiple-View Geometry Estimation. DICTA Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel
2012	J	`jnl`	A Direct Approach to Multi-class Boosting and Extensions CoRR Chunhua Shen, Sakrapee Paisitkriangkrai, Anton van den Hengel
2012	J	`jnl`	Boosting Object Retrieval With Group Queries. IEEE Signal Process. Lett. Yanzhi Chen, Xi Li, Anthony R. Dick, Anton van den Hengel
2012	J	`jnl`	Efficient Computation of Robust Weighted Low-Rank Matrix Approximations Using the L_1 Norm. IEEE Trans. Pattern Anal. Mach. Intell. Anders P. Eriksson, Anton van den Hengel
2012	—	`conf`	Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. ACCV (2) Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter
2012	—	`conf`	Guaranteed Ellipse Fitting with the Sampson Distance. ECCV (5) Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel
2012	J	`jnl`	Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking CoRR Xi Li, Anthony R. Dick, Chunhua Shen, Anton van den Hengel, Hanzi Wang
2012	J	`jnl`	Is margin preserved after random projection? CoRR Qinfeng Shi, Chunhua Shen, Rhys Hill, Anton van den Hengel
2012	A*	`conf`	Is margin preserved after random projection?. ICML Qinfeng Shi, Chunhua Shen, Rhys Hill, Anton van den Hengel
2012	J	`jnl`	Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning CoRR Xi Li, Chunhua Shen, Qinfeng Shi, Anthony R. Dick, Anton van den Hengel
2012	A*	`conf`	Non-sparse linear representations for visual tracking with online reservoir metric learning. CVPR Xi Li, Chunhua Shen, Qinfeng Shi, Anthony R. Dick, Anton van den Hengel
2012	J	`jnl`	Positive Semidefinite Metric Learning Using Boosting-like Algorithms. J. Mach. Learn. Res. Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
2012	—	`conf`	Robust Tracking with Weighted Online Structured Learning. ECCV (3) Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den Hengel
2012	A*	`conf`	Sharing features in multi-class boosting via group sparsity. CVPR Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel
2011	A*	`conf`	A dimensionality result for multiple homography matrices. ICCV Wojciech Chojnacki, Anton van den Hengel
2011	A*	`conf`	Graph mode-based contextual kernels for robust SVM tracking. ICCV Xi Li, Anthony R. Dick, Hanzi Wang, Chunhua Shen, Anton van den Hengel
2011	A*	`conf`	Is face recognition really a Compressive Sensing problem? CVPR Qinfeng Shi, Anders P. Eriksson, Anton van den Hengel, Chunhua Shen
2011	J	`jnl`	Positive Semidefinite Metric Learning Using Boosting-like Algorithms CoRR Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
2011	J	`jnl`	Toward a Digital Ecosystem: International Symposium on Ubiquitous Virtual Reality 2010. IEEE Pervasive Comput. Hyoseok Yoon, Anton van den Hengel, Gerhard Reitmayr, Joshua Lifton, Sung-Hee Lee, Woontack Woo
2010	A*	`conf`	Efficient computation of robust low-rank matrix approximations in the presence of missing data using the L1 norm. CVPR Anders P. Eriksson, Anton van den Hengel
2010	Misc	`conf`	Image Retrieval with a Visual Thesaurus. DICTA Yanzhi Chen, Anthony R. Dick, Anton van den Hengel
2010	A*	`conf`	Interactive modelling for AR applications. ISMAR John W. Bastian, Ben Ward, Rhys Hill, Anton van den Hengel, Anthony R. Dick
2010	Misc	`conf`	Multiple Homography Estimation with Full Consistency Constraints. DICTA Wojciech Chojnacki, Zygmunt L. Szpak, Michael J. Brooks, Anton van den Hengel
2010	J	`jnl`	Optimally Training a Cascade Classifier CoRR Chunhua Shen, Peng Wang, Anton van den Hengel
2009	—	`conf`	A framework for determining overlap in large scale networks. ICDSC Anton van den Hengel, Henry Detmold, Christopher S. Madden, Anthony R. Dick, Alex Cichowski, Rhys Hill
2009	A	`conf`	Automatic camera placement for large scale surveillance networks. WACV Anton van den Hengel, Rhys Hill, Ben Ward, Alex Cichowski, Henry Detmold, Christopher S. Madden, Anthony R. Dick, John W. Bastian
2009	B	`conf`	Contradiction and Correlation for Camera Overlap Estimation. AVSS Alex Cichowski, Christopher S. Madden, Anton van den Hengel, Rhys Hill, Henry Detmold, Anthony R. Dick
2009	A*	`conf`	In situ image-based modeling. ISMAR Anton van den Hengel, Rhys Hill, Ben Ward, Anthony R. Dick
2009	Misc	`conf`	Measuring Latency for Video Surveillance Systems. DICTA Rhys Hill, Christopher S. Madden, Anton van den Hengel, Henry Detmold, Anthony R. Dick
2009	Misc	`conf`	Multi-projective Parameter Estimation for Sets of Homogeneous Matrices. DICTA Wojciech Chojnacki, Rhys Hill, Anton van den Hengel, Michael J. Brooks
2009	—	`conf`	Optimization on the manifold of multiple homographies. ICCV Workshops Anders P. Eriksson, Anton van den Hengel
2009	J	`jnl`	Positive Semidefinite Metric Learning with Boosting CoRR Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
2009	—	`conf`	Positive Semidefinite Metric Learning with Boosting. NIPS Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel
2009	J	`jnl`	SecondSkin: An interactive method for appearance transfer. Comput. Graph. Forum Anton van den Hengel, Dylan Sale, Anthony R. Dick
2009	—	`conf`	Surprisal-aware scheduling of PTZ cameras. ICDSC Henry Detmold, Anton van den Hengel, Anthony R. Dick, Christopher S. Madden, Alex Cichowski, Rhys Hill
2008	—	`conf`	Empirical evaluation of the exclusion approach to estimating camera overlap. ICDSC Rhys Hill, Anton van den Hengel, Anthony R. Dick, Alex Cichowski, Henry Detmold
2008	—	`conf`	Estimating camera overlap in large and growing networks. ICDSC Henry Detmold, Anton van den Hengel, Anthony R. Dick, Alex Cichowski, Rhys Hill, Ekim Kocadag, Yuval Yarom, Katrina Falkner, David S. Munro
2008	J	`jnl`	Middleware for Distributed Video Surveillance. IEEE Distributed Syst. Online Henry Detmold, Anton van den Hengel, Anthony R. Dick, Katrina Falkner, David S. Munro, Ronald Morrison
2008	—	`conf`	Searching in space and time: a system for forensic analysis of large video repositories. e-Forensics Anton van den Hengel, Rhys Hill, Henry Detmold, Anthony R. Dick
2007	—	`conf`	A shape hierarchy for 3D modelling from video. GRAPHITE Anton van den Hengel, Anthony R. Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr
2007	—	`conf`	An Adaptive Bayesian Technique for Tracking Multiple Objects. PReMI Pankaj Kumar, Michael J. Brooks, Anton van den Hengel
2007	J	`jnl`	Fast Global Kernel Density Mode Seeking: Applications to Localization and Tracking. IEEE Trans. Image Process. Chunhua Shen, Michael J. Brooks, Anton van den Hengel
2007	—	`conf`	Finding Camera Overlap in Large Surveillance Networks. ACCV (1) Anton van den Hengel, Anthony R. Dick, Henry Detmold, Alex Cichowski, Rhys Hill
2007	Misc	`conf`	Interactive 3D Model Completion. DICTA Anton van den Hengel, Anthony R. Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr
2007	Misc	`conf`	RATSAC: An Adaptive Method for Accelerated Robust Estimation and its Application to Video Synchronisation. DICTA Daniel Pooley, Michael J. Brooks, Anton van den Hengel
2007	Misc	`conf`	Thrift: Local 3D Structure Recognition. DICTA Alex Flint, Anthony R. Dick, Anton van den Hengel
2007	—	`conf`	Topology Estimation for Thousand-Camera Surveillance Networks. ICDSC Henry Detmold, Anton van den Hengel, Anthony R. Dick, Alex Cichowski, Rhys Hill, Ekim Kocadag, Katrina Falkner, David S. Munro
2007	J	`jnl`	VideoTrace: rapid interactive scene modelling from video. ACM Trans. Graph. Anton van den Hengel, Anthony R. Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr
2006	B	`conf`	Activity Topology Estimation for Large Networks of Cameras. AVSS Anton van den Hengel, Anthony R. Dick, Rhys Hill
2006	A	`conf`	Building Models of Regular Scenes from Structure and Motion. BMVC Anton van den Hengel, Anthony R. Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr
2006	—	`conf`	Constrained generalised principal component analysis. VISAPP (1) Wojciech Chojnacki, Anton van den Hengel, Michael J. Brooks
2006	—	`conf`	Generalised Principal Component Analysis: Exploiting Inherent Parameter Constraints. VISIGRAPP (Selected Papers) Wojciech Chojnacki, Anton van den Hengel, Michael J. Brooks
2006	—	`conf`	Hierarchical Model Fitting to 2D and 3D Data. CGIV Anton van den Hengel, Anthony R. Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr
2006	—	`conf`	Middleware for video surveillance networks. MidSens Henry Detmold, Anthony R. Dick, Katrina Falkner, David S. Munro, Anton van den Hengel, Ronald Morrison
2006	—	`conf`	Rapid Interactive Modelling from Video with Graph Cuts. Eurographics (Short Presentations) Anton van den Hengel, Anthony R. Dick, Thorsten Thormählen, Ben Ward, Philip H. S. Torr
2006	B	`conf`	Scalable Surveillance Software Architecture. AVSS Henry Detmold, Anthony R. Dick, Katrina Falkner, David S. Munro, Anton van den Hengel, Ronald Morrison
2005	—	`conf`	Augmented particle filtering for efficient visual tracking. ICIP (3) Chunhua Shen, Michael J. Brooks, Anton van den Hengel
2005	Misc	`conf`	Computing Surface-Based Photo-Consistency on Graphics Hardware. DICTA John W. Bastian, Anton van den Hengel
2005	—	`conf`	Experiences with Simulated Robot Soccer as a Teaching Tool. ICITA (1) Rhys Hill, Anton van den Hengel
2005	J	`jnl`	FNS, CFNS and HEIV: A Unifying Approach. J. Math. Imaging Vis. Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2005	A*	`conf`	Fast Global Kernel Density Mode Seeking with Application to Localisation and Tracking. ICCV Chunhua Shen, Michael J. Brooks, Anton van den Hengel
2005	—	`conf`	Visual tracking via efficient kernel discriminant subspace learning. ICIP (2) Chunhua Shen, Anton van den Hengel, Michael J. Brooks
2004	C	`conf`	2D Articulated Tracking with Dynamic Bayesian Networks. CIT Chunhua Shen, Anton van den Hengel, Anthony R. Dick, Michael J. Brooks
2004	J	`jnl`	A new constrained parameter estimator for computer vision applications. Image Vis. Comput. Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2004	—	`conf`	Determining the Translational Speed of a Camera from Time-Varying Optical Flow. IWCM Anton van den Hengel, Wojciech Chojnacki, Michael J. Brooks
2004	—	`conf`	Enhanced Importance Sampling: Unscented Auxiliary Particle Filtering for Visual Tracking. Australian Conference on Artificial Intelligence Chunhua Shen, Anton van den Hengel, Anthony R. Dick, Michael J. Brooks
2004	J	`jnl`	From FNS to HEIV: A Link between Two Vision Parameter Estimation Methods. IEEE Trans. Pattern Anal. Mach. Intell. Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2003	Misc	`conf`	A statistical rationalisation of Hartley's normalised eight-point algorithm. ICIAP Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2003	—	`conf`	A voting scheme for estimating the synchrony of moving-camera videos. ICIP (1) Daniel W. Pooley, Michael J. Brooks, Anton van den Hengel, Wojciech Chojnacki
2003	Misc	`conf`	Computing Image-Based Reprojection Error on Graphics Hardware. DICTA John W. Bastian, Anton van den Hengel
2003	Misc	`conf`	FNS and HEIV: relating two vision parameter estimation frameworks. ICIAP Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2003	Misc	`conf`	FNS, CFNS and HEIV: Extending Three Vision Parameter Estimation Methods. DICTA Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2003	—	`conf`	Incorporating constraints into the design of locally identifiable calibration patterns. ICIP (1) Anton van den Hengel, Rhys Hill, Michael J. Brooks
2003	Misc	`conf`	Probabilistic Multiple Cue Integration for Particle Filter Based Tracking. DICTA Chunhua Shen, Anton van den Hengel, Anthony R. Dick
2003	J	`jnl`	Revisiting Hartley's Normalized Eight-Point Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2002	A	`conf`	A New Constrained Parameter Estimator: Experiments in Fundamental Matrix Computation. BMVC Anton van den Hengel, Michael J. Brooks, Wojciech Chojnacki, Darren Gawley
2001	—	`conf`	A fast MLE-based method for estimating the fundamental matrix. ICIP (2) Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2001	J	`jnl`	Rationalising the Renormalisation Method of Kanatani. J. Math. Imaging Vis. Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel
2001	A*	`conf`	What Value Covariance Information in Estimating Vision Parameters? ICCV Michael J. Brooks, Wojciech Chojnacki, Darren Gawley, Anton van den Hengel
2000	A	`conf`	Estimating Vision Parameters given Data with Covariances. BMVC Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
2000	J	`jnl`	Fundamental matrix from optical flow: optimal computation and reliability evaluation. J. Electronic Imaging Kenichi Kanatani, Yoshiyuki Shimizu, Naoya Ohta, Michael J. Brooks, Wojciech Chojnacki, Anton van den Hengel
2000	J	`jnl`	On the Fitting of Surfaces to Data with Covariances. IEEE Trans. Pattern Anal. Mach. Intell. Wojciech Chojnacki, Michael J. Brooks, Anton van den Hengel, Darren Gawley
1999	—	`conf`	Incorporating the Epipolar Constraint into a Multiresolution Algorithm for Stereo Image Matching. Applied Informatics Julian Magarey, Anthony R. Dick, Michael J. Brooks, Garry N. Newsam, Anton van den Hengel
1998	—	`conf`	Robust Techniques for the Estimation of Structure from Motion in the Uncalibrated Case. ECCV (1) Michael J. Brooks, Wojciech Chojnacki, Anton van den Hengel, Luis Baumela