Nuno Vasconcelos

317 papers A* 99A 5B 9C 1Misc 1Journal 129Unranked 72

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Very Big Video Reasoning Suite. CoRR Maijunxian Wang, Ruisi Wang, Juyi Lin, Ran Ji, Thaddäus Wiedemer, Qingying Gao, Dezhi Luo, Yaoyao Qian, Lianyu Huang, Zelong Hong, Jiahui Ge, Qianli Ma, Hang He, Yifan Zhou, Lingzi Guo, Lantao Mei, Jiachen Li, Hanwen Xing, Tianqi Zhao, Fengyuan Yu, Weihang Xiao, Yizheng Jiao, Jianheng Hou, Danyang Zhang, Pengcheng Xu, Boyang Zhong, Zehong Zhao, Gaoyun Fang, John Kitaoka, Yile Xu, Hua Xu, Kenton Blacutt, Tin Nguyen, Siyuan Song, Haoran Sun, Shaoyue Wen, Linyang He, Runming Wang, Yanzhi Wang, Mengyue Yang, Ziqiao Ma, Raphaël Millière, Freda Shi, Nuno Vasconcelos, Daniel Khashabi, Alan Yuille, Yilun Du, Ziming Liu, Bo Li, Dahua Lin, Ziwei Liu, Vikash Kumar, Yijiang Li, Lei Yang, Zhongang Cai, Hokin Deng
2026	J	`jnl`	Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction. CoRR Aditya Sarkar, Yi Li, Jiacheng Cheng, Shlok Mishra, Nuno Vasconcelos
2025	J	`jnl`	Achilles Heel of Distributed Multi-Agent Systems. CoRR Yiting Zhang, Yijiang Li, Tianwei Zhao, Kaijie Zhu, Haohan Wang, Nuno Vasconcelos
2025	A*	`conf`	Core Knowledge Deficits in Multi-Modal Language Models. ICML Yijiang Li, Qingying Gao, Tianwei Zhao, Bingyang Wang, Haoran Sun, Haiyun Lyu, Robert D. Hawkins, Nuno Vasconcelos, Tal Golan, Dezhi Luo, Hokin Deng
2025	J	`jnl`	Diffusion Models with Adaptive Negative Sampling Without External Resources. CoRR Alakh Desai, Nuno Vasconcelos
2025	Misc	`conf`	Diffusion-based Data Augmentation for Object Counting Problems. ICASSP Zhen Wang, Yuelei Li, Jia Wan, Nuno Vasconcelos
2025	A*	`conf`	EditAR: Unified Conditional Generation with Autoregressive Models. CVPR Jiteng Mu, Nuno Vasconcelos, Xiaolong Wang
2025	J	`jnl`	EditAR: Unified Conditional Generation with Autoregressive Models. CoRR Jiteng Mu, Nuno Vasconcelos, Xiaolong Wang
2025	A	`conf`	Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation. WACV Tz-Ying Wu, Kyle Min, Subarna Tripathi, Nuno Vasconcelos
2025	A*	`conf`	EgoPrivacy: What Your First-Person Camera Says About You? ICML Yijiang Li, Genpei Zhang, Jiacheng Cheng, Yi Li, Xiaojun Shan, Dashan Gao, Jiancheng Lyu, Yuan Li, Ning Bi, Nuno Vasconcelos
2025	J	`jnl`	EgoPrivacy: What Your First-Person Camera Says About You? CoRR Yijiang Li, Genpei Zhang, Jiacheng Cheng, Yi Li, Xiaojun Shan, Dashan Gao, Jiancheng Lyu, Yuan Li, Ning Bi, Nuno Vasconcelos
2025	A*	`conf`	HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes. ICLR Xin Lin, Shi Luo, Xiaojun Shan, Xiaoyu Zhou, Chao Ren, Lu Qi, Ming-Hsuan Yang, Nuno Vasconcelos
2025	J	`jnl`	Video Reasoning without Training. CoRR Deepak Sridhar, Kartikeya Bhardwaj, Jeya Pradha Jeyaraj, Nuno Vasconcelos, Ankita Nayak, Harris Teague
2024	A*	`conf`	Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis. NeurIPS Deepak Sridhar, Abhishek Peri, Rohith Rachala, Nuno Vasconcelos
2024	J	`jnl`	Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis. CoRR Deepak Sridhar, Abhishek Peri, Rohith Rachala, Nuno Vasconcelos
2024	J	`jnl`	Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval. CoRR Jiacheng Cheng, Hijung Valentina Shin, Nuno Vasconcelos, Bryan C. Russell, Fabian Caba Heilbron
2024	J	`jnl`	Diffusion-based Data Augmentation for Object Counting Problems. CoRR Zhen Wang, Yuelei Li, Jia Wan, Nuno Vasconcelos
2024	—	`conf`	Editable Image Elements for Controllable Synthesis. ECCV (2) Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park
2024	J	`jnl`	Editable Image Elements for Controllable Synthesis. CoRR Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park
2024	J	`jnl`	Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation. CoRR Tz-Ying Wu, Kyle Min, Subarna Tripathi, Nuno Vasconcelos
2024	J	`jnl`	Fairness and Bias Mitigation in Computer Vision: A Survey. CoRR Sepehr Dehdashtian, Ruozhen He, Yi Li, Guha Balakrishnan, Nuno Vasconcelos, Vicente Ordonez, Vishnu Naresh Boddeti
2024	—	`conf`	Improving Image Synthesis with Diffusion-Negative Sampling. ECCV (53) Alakh Desai, Nuno Vasconcelos
2024	J	`jnl`	Improving image synthesis with diffusion-negative sampling. CoRR Alakh Desai, Nuno Vasconcelos
2024	J	`jnl`	IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features. CoRR Anand Kumar, Jiteng Mu, Nuno Vasconcelos
2024	—	`conf`	Learning a Dynamic Privacy-Preserving Camera Robust to Inversion Attacks. ECCV (70) Jiacheng Cheng, Xiang Dai, Jia Wan, Nick Antipa, Nuno Vasconcelos
2024	A*	`conf`	Long-Tailed Anomaly Detection with Learnable Class Names. CVPR Chih-Hui Ho, Kuan-Chuan Peng, Nuno Vasconcelos
2024	J	`jnl`	Long-Tailed Anomaly Detection with Learnable Class Names. CoRR Chih-Hui Ho, Kuan-Chuan Peng, Nuno Vasconcelos
2024	A*	`conf`	ProTeCt: Prompt Tuning for Taxonomic Open Set Classification. CVPR Tz-Ying Wu, Chih-Hui Ho, Nuno Vasconcelos
2024	—	`conf`	Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models. ECCV Workshops (18) Deepak Sridhar, Nuno Vasconcelos
2024	J	`jnl`	Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models. CoRR Deepak Sridhar, Nuno Vasconcelos
2024	J	`jnl`	Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning. CoRR Zihao Zhao, Yijiang Li, Yuchen Yang, Wenqing Zhang, Nuno Vasconcelos, Yinzhi Cao
2024	A*	`conf`	Towards Calibrated Multi-Label Deep Neural Networks. CVPR Jiacheng Cheng, Nuno Vasconcelos
2023	J	`jnl`	A Generalized Explanation Framework for Visualization of Deep Learning Model Predictions. IEEE Trans. Pattern Anal. Mach. Intell. Pei Wang, Nuno Vasconcelos
2023	A*	`conf`	ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs. ICCV Jiteng Mu, Shen Sang, Nuno Vasconcelos, Xiaolong Wang
2023	J	`jnl`	ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs. CoRR Jiteng Mu, Shen Sang, Nuno Vasconcelos, Xiaolong Wang
2023	A*	`conf`	Dense Network Expansion for Class Incremental Learning. CVPR Zhiyuan Hu, Yunsheng Li, Jiancheng Lyu, Dashan Gao, Nuno Vasconcelos
2023	J	`jnl`	Dense Network Expansion for Class Incremental Learning. CoRR Zhiyuan Hu, Yunsheng Li, Jiancheng Lyu, Dashan Gao, Nuno Vasconcelos
2023	J	`jnl`	POP: Prompt Of Prompts for Continual Learning. CoRR Zhiyuan Hu, Jiancheng Lyu, Dashan Gao, Nuno Vasconcelos
2023	J	`jnl`	ProTeCt: Prompt Tuning for Hierarchical Consistency. CoRR Tz-Ying Wu, Chih-Hui Ho, Nuno Vasconcelos
2023	J	`jnl`	SCHEME: Scalable Channer Mixer for Vision Transformers. CoRR Deepak Sridhar, Yunsheng Li, Nuno Vasconcelos
2023	A*	`conf`	SViTT: Temporal Learning of Sparse Video-Text Transformers. CVPR Yi Li, Kyle Min, Subarna Tripathi, Nuno Vasconcelos
2023	J	`jnl`	SViTT: Temporal Learning of Sparse Video-Text Transformers. CoRR Yi Li, Kyle Min, Subarna Tripathi, Nuno Vasconcelos
2023	J	`jnl`	Single-Stage Visual Relationship Learning using Conditional Queries. CoRR Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos
2023	J	`jnl`	Taxonomic Class Incremental Learning. CoRR Yuzhao Chen, Zonghuan Li, Zhiyuan Hu, Nuno Vasconcelos
2023	—	`conf`	Tire defect detection with limited annotation. IRIACV Chih-Hui Ho, Ziheng Huang, Nayeon Kim, You-Suk Bae, Nuno Vasconcelos
2023	A*	`conf`	Toward Unsupervised Realistic Visual Question Answering. ICCV Yuwei Zhang, Chih-Hui Ho, Nuno Vasconcelos
2023	J	`jnl`	Toward Unsupervised Realistic Visual Question Answering. CoRR Yuwei Zhang, Chih-Hui Ho, Nuno Vasconcelos
2023	A*	`conf`	Towards Professional Level Crowd Annotation of Expert Domain Data. CVPR Pei Wang, Nuno Vasconcelos
2022	—	`conf`	Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction. CVPR Workshops Brandon Leung, Chih-Hui Ho, Nuno Vasconcelos
2022	—	`conf`	Breadcrumbs: Adversarial Class-Balanced Sampling for Long-Tailed Recognition. ECCV (24) Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos
2022	A*	`conf`	Calibrating Deep Neural Networks by Pairwise Constraints. CVPR Jiacheng Cheng, Nuno Vasconcelos
2022	A*	`conf`	Class-Incremental Learning with Strong Pre-trained Models. CVPR Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos, Rahul Bhotika, Stefano Soatto
2022	J	`jnl`	Class-Incremental Learning with Strong Pre-trained Models. CoRR Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos, Rahul Bhotika, Stefano Soatto
2022	A*	`conf`	CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CVPR Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu
2022	J	`jnl`	CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. CoRR Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu
2022	A*	`conf`	DISCO: Adversarial Defense with Local Implicit Functions. NeurIPS Chih-Hui Ho, Nuno Vasconcelos
2022	J	`jnl`	DISCO: Adversarial Defense with Local Implicit Functions. CoRR Chih-Hui Ho, Nuno Vasconcelos
2022	A*	`conf`	Improving Video Model Transfer with Dynamic Representation Learning. CVPR Yi Li, Nuno Vasconcelos
2022	J	`jnl`	Meta-Learning over Time for Destination Prediction Tasks. CoRR Mark Tenzer, Zeeshan Rasheed, Khurram Shafique, Nuno Vasconcelos
2022	—	`conf`	Meta-learning over time for destination prediction tasks. SIGSPATIAL/GIS Mark Tenzer, Zeeshan Rasheed, Khurram Shafique, Nuno Vasconcelos
2022	A*	`conf`	Omni-DETR: Omni-Supervised Object Detection with Transformers. CVPR Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto
2022	J	`jnl`	Omni-DETR: Omni-Supervised Object Detection with Transformers. CoRR Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto
2022	—	`conf`	Should All Proposals Be Treated Equally in Object Detection? ECCV (25) Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Ying Jin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos
2022	J	`jnl`	Should All Proposals be Treated Equally in Object Detection? CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Jing Yin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos
2022	A*	`conf`	Single-Stage Visual Relationship Learning using Conditional Queries. NeurIPS Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos
2022	A*	`conf`	VALHALLA: Visual Hallucination for Machine Translation. CVPR Yi Li, Rameswar Panda, Yoon Kim, Chun-Fu Richard Chen, Rogério Feris, David D. Cox, Nuno Vasconcelos
2022	J	`jnl`	VALHALLA: Visual Hallucination for Machine Translation. CoRR Yi Li, Rameswar Panda, Yoon Kim, Chun-Fu Chen, Rogério Feris, David D. Cox, Nuno Vasconcelos
2022	—	`conf`	YORO - Lightweight End to End Visual Grounding. ECCV Workshops (8) Chih-Hui Ho, Srikar Appalaraju, Bhavan Jasani, R. Manmatha, Nuno Vasconcelos
2022	J	`jnl`	YORO - Lightweight End to End Visual Grounding. CoRR Chih-Hui Ho, Srikar Appalaraju, Bhavan Jasani, R. Manmatha, Nuno Vasconcelos
2021	A*	`conf`	A Machine Teaching Framework for Scalable Recognition. ICCV Pei Wang, Nuno Vasconcelos
2021	A*	`conf`	A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation. ICCV Jiteng Mu, Weichao Qiu, Adam Kortylewski, Alan L. Yuille, Nuno Vasconcelos, Xiaolong Wang
2021	J	`jnl`	A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation. CoRR Jiteng Mu, Weichao Qiu, Adam Kortylewski, Alan L. Yuille, Nuno Vasconcelos, Xiaolong Wang
2021	A*	`conf`	Audio-Visual Instance Discrimination with Cross-Modal Agreement. CVPR Pedro Morgado, Nuno Vasconcelos, Ishan Misra
2021	A*	`conf`	BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning. ICCV Zhirui Dai, Yuepeng Jiang, Yi Li, Bo Liu, Antoni B. Chan, Nuno Vasconcelos
2021	J	`jnl`	BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning. CoRR Zhirui Dai, Yuepeng Jiang, Yi Li, Bo Liu, Antoni B. Chan, Nuno Vasconcelos
2021	J	`jnl`	Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction. CoRR Brandon Leung, Chih-Hui Ho, Nuno Vasconcelos
2021	J	`jnl`	Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition. CoRR Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos
2021	J	`jnl`	Cascade R-CNN: High Quality Object Detection and Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Zhaowei Cai, Nuno Vasconcelos
2021	J	`jnl`	Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings. Int. J. Comput. Vis. Pedro Morgado, Yunsheng Li, José Costa Pereira, Mohammad J. Saberian, Nuno Vasconcelos
2021	A*	`conf`	Dynamic Transfer for Multi-Source Domain Adaptation. CVPR Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
2021	J	`jnl`	Dynamic Transfer for Multi-Source Domain Adaptation. CoRR Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos
2021	A*	`conf`	GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition. ICCV Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos
2021	J	`jnl`	GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition. CoRR Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos
2021	A*	`conf`	Gradient-Based Algorithms for Machine Teaching. CVPR Pei Wang, Kabir Nagrecha, Nuno Vasconcelos
2021	A*	`conf`	IMAGINE: Image Synthesis by Image-Guided Model Inversion. CVPR Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan Lu, Nuno Vasconcelos
2021	J	`jnl`	IMAGINE: Image Synthesis by Image-Guided Model Inversion. CoRR Pei Wang, Yijun Li, Krishna Kumar Singh, Jingwan Lu, Nuno Vasconcelos
2021	A*	`conf`	Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection. CVPR Jiacheng Cheng, Nuno Vasconcelos
2021	A*	`conf`	Learning of Visual Relations: The Devil is in the Tails. ICCV Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos
2021	J	`jnl`	Learning of Visual Relations: The Devil is in the Tails. CoRR Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos
2021	A*	`conf`	MicroNet: Improving Image Recognition with Extremely Low FLOPs. ICCV Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
2021	J	`jnl`	MicroNet: Improving Image Recognition with Extremely Low FLOPs. CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
2021	J	`jnl`	OOWL500: Overcoming Dataset Collection Bias in the Wild. CoRR Brandon Leung, Chih-Hui Ho, Amir Persekian, David Orozco, Yen Chang, Erik Sandström, Bo Liu, Nuno Vasconcelos
2021	A*	`conf`	Rethinking and Improving the Robustness of Image Style Transfer. CVPR Pei Wang, Yijun Li, Nuno Vasconcelos
2021	J	`jnl`	Rethinking and Improving the Robustness of Image Style Transfer. CoRR Pei Wang, Yijun Li, Nuno Vasconcelos
2021	A*	`conf`	Revisiting Dynamic Convolution via Matrix Decomposition. ICLR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021	J	`jnl`	Revisiting Dynamic Convolution via Matrix Decomposition. CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos
2021	A*	`conf`	Robust Audio-Visual Instance Discrimination. CVPR Pedro Morgado, Ishan Misra, Nuno Vasconcelos
2021	J	`jnl`	Robust Audio-Visual Instance Discrimination. CoRR Pedro Morgado, Ishan Misra, Nuno Vasconcelos
2021	J	`jnl`	Semi-supervised Long-tailed Recognition using Alternate Sampling. CoRR Bo Liu, Haoxiang Li, Hao Kang, Nuno Vasconcelos, Gang Hua
2021	J	`jnl`	Sparse Pose Trajectory Completion. CoRR Bo Liu, Mandar Dixit, Roland Kwitt, Gang Hua, Nuno Vasconcelos
2020	J	`jnl`	Audio-Visual Instance Discrimination with Cross-Modal Agreement. CoRR Pedro Morgado, Nuno Vasconcelos, Ishan Misra
2020	A*	`conf`	Background Data Resampling for Outlier-Aware Classification. CVPR Yi Li, Nuno Vasconcelos
2020	A*	`conf`	Contrastive Learning with Adversarial Examples. NeurIPS Chih-Hui Ho, Nuno Vasconcelos
2020	J	`jnl`	Contrastive Learning with Adversarial Examples. CoRR Chih-Hui Ho, Nuno Vasconcelos
2020	J	`jnl`	Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings. CoRR Pedro Morgado, Yunsheng Li, José Costa Pereira, Mohammad J. Saberian, Nuno Vasconcelos
2020	A*	`conf`	Explainable Object-Induced Action Decision for Autonomous Vehicles. CVPR Yiran Xu, Xiaoyin Yang, Lihang Gong, Hsuan-Chu Lin, Tz-Ying Wu, Yunsheng Li, Nuno Vasconcelos
2020	J	`jnl`	Explainable Object-induced Action Decision for Autonomous Vehicles. CoRR Yiran Xu, Xiaoyin Yang, Lihang Gong, Hsuan-Chu Lin, Tz-Ying Wu, Yunsheng Li, Nuno Vasconcelos
2020	A*	`conf`	Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition. CVPR Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos
2020	J	`jnl`	Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition. CoRR Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos
2020	A*	`conf`	Few-Shot Open-Set Recognition Using Meta-Learning. CVPR Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos
2020	J	`jnl`	Few-Shot Open-Set Recognition using Meta-Learning. CoRR Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos
2020	J	`jnl`	Learning Complexity-Aware Cascades for Pedestrian Detection. IEEE Trans. Pattern Anal. Mach. Intell. Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos
2020	A*	`conf`	Learning Representations from Audio-Visual Spatial Alignment. NeurIPS Pedro Morgado, Yi Li, Nuno Vasconcelos
2020	J	`jnl`	Learning Representations from Audio-Visual Spatial Alignment. CoRR Pedro Morgado, Yi Li, Nuno Vasconcelos
2020	J	`jnl`	MicroNet: Towards Image Recognition with Extremely Low FLOPs. CoRR Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos
2020	A*	`conf`	Rethinking Differentiable Search for Mixed-Precision Neural Networks. CVPR Zhaowei Cai, Nuno Vasconcelos
2020	J	`jnl`	Rethinking Differentiable Search for Mixed-Precision Neural Networks. CoRR Zhaowei Cai, Nuno Vasconcelos
2020	J	`jnl`	Robust Deep Sensing Through Transfer Learning in Cognitive Radio. IEEE Wirel. Commun. Lett. Qihang Peng, Andrew Gilman, Nuno Vasconcelos, Pamela C. Cosman, Laurence B. Milstein
2020	A*	`conf`	SCOUT: Self-Aware Discriminant Counterfactual Explanations. CVPR Pei Wang, Nuno Vasconcelos
2020	J	`jnl`	SCOUT: Self-aware Discriminant Counterfactual Explanations. CoRR Pei Wang, Nuno Vasconcelos
2020	—	`conf`	SPOT: Selective Point Cloud Voting for Better Proposal in Point Cloud Object Detection. ECCV (11) Hongyuan Du, Linjun Li, Bo Liu, Nuno Vasconcelos
2020	J	`jnl`	Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes. IEEE Trans. Pattern Anal. Mach. Intell. Mandar Dixit, Yunsheng Li, Nuno Vasconcelos
2020	—	`conf`	Solving Long-Tailed Recognition with Deep Realistic Taxonomic Classifier. ECCV (8) Tz-Ying Wu, Pedro Morgado, Pei Wang, Chih-Hui Ho, Nuno Vasconcelos
2020	J	`jnl`	Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier. CoRR Tz-Ying Wu, Pedro Morgado, Pei Wang, Chih-Hui Ho, Nuno Vasconcelos
2020	J	`jnl`	Super Diffusion for Salient Object Detection. IEEE Trans. Image Process. Peng Jiang, Zhiyi Pan, Changhe Tu, Nuno Vasconcelos, Baoquan Chen, Jingliang Peng
2020	J	`jnl`	Volumetric Attention for 3D Medical Image Segmentation and Detection. CoRR Xudong Wang, Shizhong Han, Yunqiang Chen, Dashan Gao, Nuno Vasconcelos
2019	A*	`conf`	Bidirectional Learning for Domain Adaptation of Semantic Segmentation. CVPR Yunsheng Li, Lu Yuan, Nuno Vasconcelos
2019	J	`jnl`	Bidirectional Learning for Domain Adaptation of Semantic Segmentation. CoRR Yunsheng Li, Lu Yuan, Nuno Vasconcelos
2019	J	`jnl`	Cascade R-CNN: High Quality Object Detection and Instance Segmentation. CoRR Zhaowei Cai, Nuno Vasconcelos
2019	A*	`conf`	Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks. CVPR Chih-Hui Ho, Brandon Leung, Erik Sandström, Yen Chang, Nuno Vasconcelos
2019	J	`jnl`	Cost-sensitive support vector machines. Neurocomputing Arya Iranmehr, Hamed Masnadi-Shirazi, Nuno Vasconcelos
2019	A*	`conf`	Deliberative Explanations: visualizing network insecurities. NeurIPS Pei Wang, Nuno Vasconcelos
2019	A*	`conf`	Efficient Multi-Domain Learning by Covariance Normalization. CVPR Yunsheng Li, Nuno Vasconcelos
2019	J	`jnl`	Efficient Multi-Domain Network Learning by Covariance Normalization. CoRR Yunsheng Li, Nuno Vasconcelos
2019	J	`jnl`	Multiclass Boosting: Margins, Codewords, Losses, and Algorithms. J. Mach. Learn. Res. Mohammad J. Saberian, Nuno Vasconcelos
2019	A*	`conf`	NetTailor: Tuning the Architecture, Not Just the Weights. CVPR Pedro Morgado, Nuno Vasconcelos
2019	J	`jnl`	NetTailor: Tuning the Architecture, Not Just the Weights. CoRR Pedro Morgado, Nuno Vasconcelos
2019	A*	`conf`	PIEs: Pose Invariant Embeddings. CVPR Chih-Hui Ho, Pedro Morgado, Amir Persekian, Nuno Vasconcelos
2019	A*	`conf`	REPAIR: Removing Representation Bias by Dataset Resampling. CVPR Yi Li, Nuno Vasconcelos
2019	J	`jnl`	REPAIR: Removing Representation Bias by Dataset Resampling. CoRR Yi Li, Nuno Vasconcelos
2019	J	`jnl`	Robust Deep Sensing Through Transfer Learning in Cognitive Radio. CoRR Qihang Peng, Andrew Gilman, Nuno Vasconcelos, Pamela C. Cosman, Laurence B. Milstein
2019	J	`jnl`	Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes. CoRR Mandar Dixit, Yunsheng Li, Nuno Vasconcelos
2019	A*	`conf`	Towards Universal Object Detection by Domain Attention. CVPR Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos
2019	J	`jnl`	Towards Universal Object Detection by Domain Attention. CoRR Xudong Wang, Zhaowei Cai, Dashan Gao, Nuno Vasconcelos
2019	—	`conf`	Volumetric Attention for 3D Medical Image Segmentation and Detection. MICCAI (6) Xudong Wang, Shizhong Han, Yunqiang Chen, Dashan Gao, Nuno Vasconcelos
2018	A*	`conf`	Cascade R-CNN: Delving Into High Quality Object Detection. CVPR Zhaowei Cai, Nuno Vasconcelos
2018	A*	`conf`	Feature Space Transfer for Data Augmentation. CVPR Bo Liu, Xudong Wang, Mandar Dixit, Roland Kwitt, Nuno Vasconcelos
2018	J	`jnl`	Feature Space Transfer for Data Augmentation. CoRR Bo Liu, Mandar Dixit, Roland Kwitt, Nuno Vasconcelos
2018	—	`conf`	RESOUND: Towards Action Recognition Without Representation Bias. ECCV (6) Yingwei Li, Yi Li, Nuno Vasconcelos
2018	J	`jnl`	Self-Supervised Generation of Spatial Audio for 360 Video. CoRR Pedro Morgado, Nuno Vasconcelos, Timothy R. Langlois, Oliver Wang
2018	A*	`conf`	Self-Supervised Generation of Spatial Audio for 360° Video. NeurIPS Pedro Morgado, Nuno Vasconcelos, Timothy R. Langlois, Oliver Wang
2018	J	`jnl`	Super Diffusion for Salient Object Detection. CoRR Peng Jiang, Zhiyi Pan, Nuno Vasconcelos, Baoquan Chen, Jingliang Peng
2018	—	`conf`	Towards Realistic Predictors. ECCV (13) Pei Wang, Nuno Vasconcelos
2017	A*	`conf`	AGA: Attribute-Guided Augmentation. CVPR Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos
2017	J	`jnl`	Cascade R-CNN: Delving into High Quality Object Detection. CoRR Zhaowei Cai, Nuno Vasconcelos
2017	J	`jnl`	Complex Activity Recognition Via Attribute Dynamics. Int. J. Comput. Vis. Weixin Li, Nuno Vasconcelos
2017	A*	`conf`	Deep Learning with Low Precision by Half-Wave Gaussian Quantization. CVPR Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos
2017	J	`jnl`	Deep Learning with Low Precision by Half-wave Gaussian Quantization. CoRR Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos
2017	A*	`conf`	Deep Scene Image Classification with the MFAFVNet. ICCV Yunsheng Li, Mandar Dixit, Nuno Vasconcelos
2017	A*	`conf`	Semantically Consistent Regularization for Zero-Shot Recognition. CVPR Pedro Morgado, Nuno Vasconcelos
2017	J	`jnl`	Semantically Consistent Regularization for Zero-Shot Recognition. CoRR Pedro Morgado, Nuno Vasconcelos
2016	—	`conf`	A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection. ECCV (4) Zhaowei Cai, Quanfu Fan, Rogério Schmidt Feris, Nuno Vasconcelos
2016	J	`jnl`	A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection. CoRR Zhaowei Cai, Quanfu Fan, Rogério Schmidt Feris, Nuno Vasconcelos
2016	J	`jnl`	AGA: Attribute Guided Augmentation. CoRR Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos
2016	A	`conf`	Boosted Convolutional Neural Networks. BMVC Mohammad Moghimi, Serge J. Belongie, Mohammad J. Saberian, Jian Yang, Nuno Vasconcelos, Li-Jia Li
2016	J	`jnl`	Guest Editorial Special Section on Visual Saliency Computing and Learning. IEEE Trans. Neural Networks Learn. Syst. Junwei Han, Ling Shao, Nuno Vasconcelos, Jungong Han, Dong Xu
2016	—	`conf`	Large Margin Discriminant Dimensionality Reduction in Prediction Space. NIPS Mohammad J. Saberian, José Costa Pereira, Nuno Vasconcelos, Can Xu
2016	—	`conf`	Object based Scene Representations using Fisher Scores of Local Subspace Projections. NIPS Mandar Dixit, Nuno Vasconcelos
2016	J	`jnl`	Parametric Regression on the Grassmannian. IEEE Trans. Pattern Anal. Mach. Intell. Yi Hong, Roland Kwitt, Nikhil Singh, Nuno Vasconcelos, Marc Niethammer
2016	—	`conf`	Peak-Piloted Deep Network for Facial Expression Recognition. ECCV (2) Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Yugang Han, Nuno Vasconcelos, Shuicheng Yan
2016	J	`jnl`	Peak-Piloted Deep Network for Facial Expression Recognition. CoRR Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Nuno Vasconcelos, Shuicheng Yan
2016	—	`conf`	Pedestrian detection aided by temporal prior. ISOCC Zhaowei Cai, Matthew Jacobsen, Nuno Vasconcelos
2016	A	`conf`	Person-following UAVs. WACV Francisca Vasconcelos, Nuno Vasconcelos
2016	—	`conf`	Semantic Clustering for Robust Fine-Grained Scene Recognition. ECCV (1) Marian George, Mandar Dixit, Gábor Zogg, Nuno Vasconcelos
2016	J	`jnl`	Semantic Clustering for Robust Fine-Grained Scene Recognition. CoRR Marian George, Mandar Dixit, Gábor Zogg, Nuno Vasconcelos
2016	A*	`conf`	VLAD3: Encoding Dynamics of Deep Features for Action Recognition. CVPR Yingwei Li, Weixin Li, Vijay Mahadevan, Nuno Vasconcelos
2015	J	`jnl`	A view of margin losses as regularizers of probability estimates. J. Mach. Learn. Res. Hamed Masnadi-Shirazi, Nuno Vasconcelos
2015	A*	`conf`	Bayesian Model Adaptation for Crowd Counts. ICCV Bo Liu, Nuno Vasconcelos
2015	A*	`conf`	Generic Promotion of Diffusion-Based Salient Object Detection. ICCV Peng Jiang, Nuno Vasconcelos, Jingliang Peng
2015	A*	`conf`	How many bits does it take for a stimulus to be salient? CVPR Sayed Hossein Khatoonabadi, Nuno Vasconcelos, Ivan V. Bajic, Yufeng Shan
2015	A*	`conf`	Learning Complexity-Aware Cascades for Deep Pedestrian Detection. ICCV Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos
2015	J	`jnl`	Learning Complexity-Aware Cascades for Deep Pedestrian Detection. CoRR Zhaowei Cai, Mohammad J. Saberian, Nuno Vasconcelos
2015	A*	`conf`	Multiple instance learning for soft bags via top instances. CVPR Weixin Li, Nuno Vasconcelos
2015	J	`jnl`	Parametric Regression on the Grassmannian. CoRR Yi Hong, Nikhil Singh, Roland Kwitt, Nuno Vasconcelos, Marc Niethammer
2015	B	`ed.`	Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015 ICMR Alexander G. Hauptmann, Chong-Wah Ngo, Xiangyang Xue, Yu-Gang Jiang, Cees Snoek, Nuno Vasconcelos
2015	A*	`conf`	Scene classification with semantic Fisher vectors. CVPR Mandar Dixit, Si Chen, Dashan Gao, Nikhil Rasiwasia, Nuno Vasconcelos
2014	J	`jnl`	Anomaly Detection and Localization in Crowded Scenes. IEEE Trans. Pattern Anal. Mach. Intell. Weixin Li, Vijay Mahadevan, Nuno Vasconcelos
2014	J	`jnl`	Boosting algorithms for detector cascade learning. J. Mach. Learn. Res. Mohammad J. Saberian, Nuno Vasconcelos
2014	J	`jnl`	Cross-modal domain adaptation for text-based regularization of image semantics in image retrieval systems. Comput. Vis. Image Underst. José Costa Pereira, Nuno Vasconcelos
2014	—	`conf`	Geodesic Regression on the Grassmannian. ECCV (2) Yi Hong, Roland Kwitt, Nikhil Singh, Brad Davis, Nuno Vasconcelos, Marc Niethammer
2014	A*	`conf`	Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting. ICML Oscar Beijbom, Mohammad J. Saberian, David J. Kriegman, Nuno Vasconcelos
2014	A*	`conf`	Learning Optimal Seeds for Diffusion-Based Salient Object Detection. CVPR Song Lu, Vijay Mahadevan, Nuno Vasconcelos
2014	A*	`conf`	Learning Receptive Fields for Pooling from Tensors of Feature Response. CVPR Can Xu, Nuno Vasconcelos
2014	—	`conf`	Multi-Resolution Cascades for Multiclass Object Detection. NIPS Mohammad J. Saberian, Nuno Vasconcelos
2014	J	`jnl`	Object recognition with hierarchical discriminant saliency networks. Frontiers Comput. Neurosci. Sunhyoung Han, Nuno Vasconcelos
2014	J	`jnl`	On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. José Costa Pereira, Emanuele Coviello, Gabriel Doyle, Nikhil Rasiwasia, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos
2014	J	`jnl`	Robust Deformable and Occluded Object Tracking With Dynamic Graph. IEEE Trans. Image Process. Zhaowei Cai, Longyin Wen, Zhen Lei, Nuno Vasconcelos, Stan Z. Li
2013	J	`jnl`	Biologically Inspired Object Tracking Using Center-Surround Saliency Mechanisms. IEEE Trans. Pattern Anal. Mach. Intell. Vijay Mahadevan, Nuno Vasconcelos
2013	A*	`conf`	Class-Specific Simplex-Latent Dirichlet Allocation for Image Classification. ICCV Mandar Dixit, Nikhil Rasiwasia, Nuno Vasconcelos
2013	A*	`conf`	Dynamic Pooling for Complex Event Recognition. ICCV Weixin Li, Qian Yu, Ajay Divakaran, Nuno Vasconcelos
2013	J	`jnl`	Latent Dirichlet Allocation Models for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Nikhil Rasiwasia, Nuno Vasconcelos
2013	J	`jnl`	Localizing target structures in ultrasound video - A phantom study. Medical Image Anal. Roland Kwitt, Nuno Vasconcelos, Sharif Razzaque, Stephen R. Aylward
2013	A*	`conf`	Recognizing Activities via Bag of Words for Attribute Dynamics. CVPR Weixin Li, Qian Yu, Harpreet S. Sawhney, Nuno Vasconcelos
2013	—	`ch.`	Surveillance of Crowded Environments: Modeling the Crowd by Its Global Properties. Modeling, Simulation and Visual Analysis of Crowds Antoni B. Chan, Nuno Vasconcelos
2012	A*	`conf`	Boosting algorithms for simultaneous feature extraction and selection. CVPR Mohammad J. Saberian, Nuno Vasconcelos
2012	J	`jnl`	Cost-Sensitive Support Vector Machines CoRR Hamed Masnadi-Shirazi, Nuno Vasconcelos, Arya Iranmehr
2012	J	`jnl`	Counting People With Low-Level Features and Bayesian Regression. IEEE Trans. Image Process. Antoni B. Chan, Nuno Vasconcelos
2012	J	`jnl`	Endoscopic image analysis in semantic space. Medical Image Anal. Roland Kwitt, Nuno Vasconcelos, Nikhil Rasiwasia, Andreas Uhl, Bradley C. Davis, Michael Häfner, Friedrich Wrba
2012	J	`jnl`	Holistic Context Models for Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Nikhil Rasiwasia, Nuno Vasconcelos
2012	J	`jnl`	Learning Optimal Embedded Cascades. IEEE Trans. Pattern Anal. Mach. Intell. Mohammad Javad Saberian, Nuno Vasconcelos
2012	J	`jnl`	Minimum Probability of Error Image Retrieval: From Visual Features to Image Semantics. Found. Trends Signal Process. Nuno Vasconcelos, Manuela Vasconcelos
2012	—	`conf`	On the connections between saliency and tracking. NIPS Vijay Mahadevan, Nuno Vasconcelos
2012	A*	`conf`	On the regularization of image semantics by modal expansion. CVPR José Costa Pereira, Nuno Vasconcelos
2012	—	`conf`	Recognition in Ultrasound Videos: Where Am I? MICCAI (3) Roland Kwitt, Nuno Vasconcelos, Sharif Razzaque, Stephen R. Aylward
2012	—	`conf`	Recognizing Activities by Attribute Dynamics. NIPS Weixin Li, Nuno Vasconcelos
2012	—	`conf`	Scene Recognition on the Semantic Manifold. ECCV (4) Roland Kwitt, Nuno Vasconcelos, Nikhil Rasiwasia
2011	A*	`conf`	Adapted Gaussian models for image classification. CVPR Mandar Dixit, Nikhil Rasiwasia, Nuno Vasconcelos
2011	—	`conf`	Automatic initialization and tracking using attentional mechanisms. CVPR Workshops Vijay Mahadevan, Nuno Vasconcelos
2011	—	`conf`	Biologically plausible detection of amorphous objects in the wild. CVPR Workshops Sunhyoung Han, Nuno Vasconcelos
2011	J	`jnl`	Cost-Sensitive Boosting. IEEE Trans. Pattern Anal. Mach. Intell. Hamed Masnadi-Shirazi, Nuno Vasconcelos
2011	J	`jnl`	Generalized Stauffer-Grimson background subtraction for dynamic scenes. Mach. Vis. Appl. Antoni B. Chan, Vijay Mahadevan, Nuno Vasconcelos
2011	—	`conf`	Learning Pit Pattern Concepts for Gastroenterological Training. MICCAI (3) Roland Kwitt, Nikhil Rasiwasia, Nuno Vasconcelos, Andreas Uhl, Michael Häfner, Friedrich Wrba
2011	—	`conf`	Maximum Covariance Unfolding : Manifold Learning for Bimodal Data. NIPS Vijay Mahadevan, Chi Wah Wong, José Costa Pereira, Tom Liu, Nuno Vasconcelos, Lawrence K. Saul
2011	—	`conf`	Multiclass Boosting: Theory and Algorithms. NIPS Mohammad J. Saberian, Nuno Vasconcelos
2011	A*	`conf`	TaylorBoost: First and second-order boosting algorithms with explicit margin control. CVPR Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos
2010	J	`jnl`	A Novel Approach to FRUC Using Discriminant Saliency and Frame Segmentation. IEEE Trans. Image Process. Natan Jacobson, Yen-Lin Lee, Vijay Mahadevan, Nuno Vasconcelos, Truong Q. Nguyen
2010	—	`conf`	A biologically plausible network for the computation of orientation dominance. NIPS Kritika Muralidharan, Nuno Vasconcelos
2010	A*	`conf`	A new approach to cross-modal multimedia retrieval. ACM Multimedia Nikhil Rasiwasia, José Costa Pereira, Emanuele Coviello, Gabriel Doyle, Gert R. G. Lanckriet, Roger Levy, Nuno Vasconcelos
2010	A*	`conf`	Anomaly detection in crowded scenes. CVPR Vijay Mahadevan, Weixin Li, Viral Bhalodia, Nuno Vasconcelos
2010	—	`conf`	Boosting Classifier Cascades. NIPS Mohammad J. Saberian, Nuno Vasconcelos
2010	A	`conf`	Motion vector refinement for FRUC using saliency and segmentation. ICME Natan Jacobson, Yen-Lin Lee, Vijay Mahadevan, Nuno Vasconcelos, Truong Q. Nguyen
2010	A*	`conf`	On the design of robust classifiers for computer vision. CVPR Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos
2010	A*	`conf`	Risk minimization, probability elicitation, and cost-sensitive SVMs. ICML Hamed Masnadi-Shirazi, Nuno Vasconcelos
2010	J	`jnl`	Spatiotemporal Saliency in Dynamic Scenes. IEEE Trans. Pattern Anal. Mach. Intell. Vijay Mahadevan, Nuno Vasconcelos
2010	—	`conf`	Variable margin losses for classifier design. NIPS Hamed Masnadi-Shirazi, Nuno Vasconcelos
2009	A*	`conf`	Bayesian Poisson regression for crowd counting. ICCV Antoni B. Chan, Nuno Vasconcelos
2009	J	`jnl`	Decision-Theoretic Saliency: Computational Principles, Biological Plausibility, and Implications for Neurophysiology and Psychophysics. Neural Comput. Dashan Gao, Nuno Vasconcelos
2009	J	`jnl`	Discriminant Saliency, the Detection of Suspicious Coincidences, and Applications to Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Dashan Gao, Sunhyoung Han, Nuno Vasconcelos
2009	A*	`conf`	Holistic context modeling using semantic co-occurrences. CVPR Nikhil Rasiwasia, Nuno Vasconcelos
2009	J	`jnl`	Layered Dynamic Textures. IEEE Trans. Pattern Anal. Mach. Intell. Antoni B. Chan, Nuno Vasconcelos
2009	J	`jnl`	Minimum Bayes error features for visual recognition. Image Vis. Comput. Gustavo Carneiro, Nuno Vasconcelos
2009	J	`jnl`	Natural Image Statistics and Low-Complexity Feature Selection. IEEE Trans. Pattern Anal. Mach. Intell. Manuela Vasconcelos, Nuno Vasconcelos
2009	A*	`conf`	Saliency-based discriminant tracking. CVPR Vijay Mahadevan, Nuno Vasconcelos
2009	A*	`conf`	Variational layered dynamic textures. CVPR Antoni B. Chan, Nuno Vasconcelos
2008	—	`conf`	A study of query by semantic example. CVPR Workshops Nikhil Rasiwasia, Nuno Vasconcelos
2008	B	`conf`	A systematic study of the role of context on image classification. ICIP Nikhil Rasiwasia, Nuno Vasconcelos
2008	A*	`conf`	Background subtraction in highly dynamic scenes. CVPR Vijay Mahadevan, Nuno Vasconcelos
2008	B	`conf`	Complex discriminant features for object classification. ICIP Sunhyoung Han, Nuno Vasconcelos
2008	J	`jnl`	From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval. Computer Nuno Vasconcelos
2008	—	`conf`	Image retrieval using query by contextual example. Multimedia Information Retrieval Nikhil Rasiwasia, Nuno Vasconcelos
2008	J	`jnl`	Modeling, Clustering, and Segmenting Video with Mixtures of Dynamic Textures. IEEE Trans. Pattern Anal. Mach. Intell. Antoni B. Chan, Nuno Vasconcelos
2008	B	`conf`	Object-Based Regions of Interest for Image Compression. DCC Sunhyoung Han, Nuno Vasconcelos
2008	—	`conf`	On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost. NIPS Hamed Masnadi-Shirazi, Nuno Vasconcelos
2008	A*	`conf`	Privacy preserving crowd monitoring: Counting people without people models or tracking. CVPR Antoni B. Chan, Zhang-Sheng John Liang, Nuno Vasconcelos
2008	A*	`conf`	Scene classification with low-dimensional semantic spaces and weak supervision. CVPR Nikhil Rasiwasia, Nuno Vasconcelos
2008	C	`conf`	Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques. ICMLA Tong Lin, Laura I. Cervino, Xiaoli Tang, Nuno Vasconcelos, Steve B. Jiang
2007	—	`conf`	An Experimental Comparison of Three Guiding Principles for the Detection of Salient Image Locations: Stability, Complexity, and Discrimination. WAPCV Dashan Gao, Nuno Vasconcelos
2007	A*	`conf`	Asymmetric boosting. ICML Hamed Masnadi-Shirazi, Nuno Vasconcelos
2007	A*	`conf`	Bottom-up saliency is a discriminant process. ICCV Dashan Gao, Nuno Vasconcelos
2007	J	`jnl`	Bridging the Gap: Query by Semantic Example. IEEE Trans. Multim. Nikhil Rasiwasia, Pedro J. Moreno, Nuno Vasconcelos
2007	A*	`conf`	Classifying Video with Kernel Dynamic Textures. CVPR Antoni B. Chan, Nuno Vasconcelos
2007	A*	`conf`	Direct convex relaxations of sparse SVM. ICML Antoni B. Chan, Nuno Vasconcelos, Gert R. G. Lanckriet
2007	A*	`conf`	Discriminant Interest Points are Stable. CVPR Dashan Gao, Nuno Vasconcelos
2007	A*	`conf`	High Detection-rate Cascades for Real-Time Object Detection. ICCV Hamed Masnadi-Shirazi, Nuno Vasconcelos
2007	J	`jnl`	Supervised Learning of Semantic Classes for Image Annotation and Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Gustavo Carneiro, Antoni B. Chan, Pedro J. Moreno, Nuno Vasconcelos
2007	—	`conf`	The discriminant center-surround hypothesis for bottom-up saliency. NIPS Dashan Gao, Vijay Mahadevan, Nuno Vasconcelos
2006	B	`conf`	Image Compression using Object-Based Regions of Interest. ICIP Sunhyoung Han, Nuno Vasconcelos
2006	—	`conf`	Query by Semantic Example. CIVR Nikhil Rasiwasia, Nuno Vasconcelos, Pedro J. Moreno
2006	—	`conf`	Single Image Superresolution Based on Support Vector Regression. ICASSP (2) Karl S. Ni, Sanjeev Kumar, Nuno Vasconcelos, Truong Q. Nguyen
2006	—	`conf`	Weakly Supervised Top-down Image Segmentation. CVPR (1) Manuela Vasconcelos, Nuno Vasconcelos, Gustavo Carneiro
2005	A*	`conf`	A database centric view of semantic image annotation and retrieval. SIGIR Gustavo Carneiro, Nuno Vasconcelos
2005	J	`jnl`	A multiresolution manifold distance for invariant image similarity. IEEE Trans. Multim. Nuno Vasconcelos, Andrew Lippman
2005	—	`conf`	An Experimental Comparison of Three Guiding Principles for the Detection Salient Image Locations: Stability, Complexity, and Discrimination. CVPR Workshops Dashan Gao, Nuno Vasconcelos
2005	J	`jnl`	Content-Based Image and Video Retrieval. Signal Process. Nuno Vasconcelos
2005	—	`conf`	Formulating Semantic Image Annotation as a Supervised Learning Problem. CVPR (2) Gustavo Carneiro, Nuno Vasconcelos
2005	—	`conf`	Integrated Learning of Saliency, Complex Features, and Object Detectors from Cluttered Scenes. CVPR (2) Dashan Gao, Nuno Vasconcelos
2005	—	`conf`	Layered Dynamic Textures. NIPS Antoni B. Chan, Nuno Vasconcelos
2005	—	`conf`	Minimum Bayes Error Features for Visual Recognition by Sequential Feature Selection and Extraction. CRV Gustavo Carneiro, Nuno Vasconcelos
2005	A*	`conf`	Mixtures of Dynamic Textures. ICCV Antoni B. Chan, Nuno Vasconcelos
2005	—	`conf`	Probabilistic Kernels for the Classification of Auto-Regressive Visual Processes. CVPR (1) Antoni B. Chan, Nuno Vasconcelos
2004	—	`conf`	Discriminant Saliency for Visual Recognition from Cluttered Scenes. NIPS Dashan Gao, Nuno Vasconcelos
2004	J	`jnl`	Minimum probability of error image retrieval. IEEE Trans. Signal Process. Nuno Vasconcelos
2004	J	`jnl`	On the efficient evaluation of probabilistic similarity functions for image retrieval. IEEE Trans. Inf. Theory Nuno Vasconcelos
2004	—	`conf`	Scalable Discriminant Feature Selection for Image Retrieval and Recognition. CVPR (2) Nuno Vasconcelos, Manuela Vasconcelos
2004	—	`conf`	The Kullback-Leibler Kernel as a Framework for Discriminant and Localized Representations for Visual Recognition. ECCV (3) Nuno Vasconcelos, Purdy Ho, Pedro J. Moreno
2003	—	`conf`	A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications. NIPS Pedro J. Moreno, Purdy Ho, Nuno Vasconcelos
2003	—	`conf`	A family of information-theoretic algorithms for low-complexity discriminant feature selection in image retrieval. ICIP (3) Nuno Vasconcelos
2003	—	`conf`	Feature Selection by Maximum Marginal Diversity: optimality and implications for visual recognition. CVPR (1) Nuno Vasconcelos
2002	—	`conf`	Exploiting group structure to improve retrieval accuracy and speed in image databases. ICIP (1) Nuno Vasconcelos
2002	—	`conf`	Feature Selection by Maximum Marginal Diversity. NIPS Nuno Vasconcelos
2002	—	`conf`	What Is the Role of Independence for Visual Recognition? ECCV (1) Nuno Vasconcelos, Gustavo Carneiro
2001	—	`conf`	Content-based retrieval from image databases: current solutions and future directions. ICIP (3) Nuno Vasconcelos, Murat Kunt
2001	J	`jnl`	Empirical Bayesian Motion Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Nuno Vasconcelos, Andrew Lippman
2001	—	`conf`	Image Indexing with Mixture Hierarchies. CVPR (1) Nuno Vasconcelos
2001	A*	`conf`	On the Complexity of Probabilistic Image Retrieval. ICCV Nuno Vasconcelos
2000	A*	`conf`	A Probabilistic Architecture for Content-Based Image Retrieval. CVPR Nuno Vasconcelos, Andrew Lippman
2000	B	`conf`	A Unifying View of Image Similarity. ICPR Nuno Vasconcelos, Andrew Lippman
2000	—	`conf`	Bayesian Video Shot Segmentation. NIPS Nuno Vasconcelos, Andrew Lippman
2000	—	`conf`	Bayesian representations and learning mechanisms for content-based image retrieval. Storage and Retrieval for Media Databases Nuno Vasconcelos, Andrew Lippman
2000	A	`conf`	Feature Representations for Image Retrieval: Beyond the Color Histogram. IEEE International Conference on Multimedia and Expo (II) Nuno Vasconcelos, Andrew Lippman
2000	—	`conf`	Learning Over Multiple Temporal Scales in Image Databases. ECCV (1) Nuno Vasconcelos, Andrew Lippman
2000	J	`jnl`	Statistical models of video structure for content analysis and characterization. IEEE Trans. Image Process. Nuno Vasconcelos, Andrew Lippman
1999	—	`conf`	Learning from User Feedback in Image Retrieval Systems. NIPS Nuno Vasconcelos, Andrew Lippman
1998	B	`conf`	A Bayesian Framework for Content-Based Indexing and Retrieval. Data Compression Conference Nuno Vasconcelos, Andrew Lippman
1998	A*	`conf`	A Bayesian Framework for Semantic Content Characterization. CVPR Nuno Vasconcelos, Andrew Lippman
1998	A*	`conf`	A Spatiotemporal Motion Model for Video Summarization. CVPR Nuno Vasconcelos, Andrew Lippman
1998	—	`conf`	Bayesian Modeling of Video Editing and Structure: Semantic Features for Video Summarization and Browsing. ICIP (3) Nuno Vasconcelos, Andrew Lippman
1998	—	`conf`	Learning Mixture Hierarchies. NIPS Nuno Vasconcelos, Andrew Lippman
1997	—	`conf`	Content-Based Pre-Indexed Video. ICIP (2) Nuno Vasconcelos, Andrew Lippman
1997	A*	`conf`	Empirical Bayesian EM-based Motion Segmentation. CVPR Nuno Vasconcelos, Andrew Lippman
1997	B	`conf`	Library-based Coding: a Representation for Efficient Video Compression and Retrieval. Data Compression Conference Nuno Vasconcelos, Andrew Lippman
1997	—	`conf`	Multiresolution Tangent Distance for Affine-invariant Classification. NIPS Nuno Vasconcelos, Andrew Lippman
1997	—	`conf`	Pre and Post-Filtering for Low Bit-Rate Video Coding. ICIP (1) Nuno Vasconcelos, Frédéric Dufaux
1997	—	`conf`	Towards Semantically Meaningful Feature Spaces for the Characterization of Video Content. ICIP (1) Nuno Vasconcelos, Andrew Lippman
1996	—	`conf`	Frame-free video. ICIP (3) Nuno Vasconcelos, Andrew Lippman
1995	B	`conf`	Spatiotemporal model-based optic flow estimation. ICIP Nuno Vasconcelos, Andrew Lippman
1994	—	`conf`	Library-based image coding. ICASSP (5) Nuno Vasconcelos, Andrew Lippman