Fumin Shen

301 papers A* 70A 20B 13Misc 2Journal 180Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations.
IEEE Trans. Image Process.
Shenshen Li, Xing Xu, Fumin Shen, Zhe Sun, Andrzej Cichocki, Heng Tao Shen
2026 J jnl
Combating Noisy Labels through Fostering Self- and Neighbor-Consistency.
CoRR
Zeren Sun, Yazhou Yao, Tongliang Liu, Zechao Li, Fumin Shen, Jinhui Tang
2026 A* conf
De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning.
AAAI
Chong Liu, Xun Jiang, Fumin Shen, Lei Zhu, Jingkuan Song, Heng Tao Shen, Xing Xu
2026 J jnl
DepMatch: Boosting Semi-Supervised Semantic Segmentation by Exploring Depth Difference Knowledge.
IEEE Trans. Image Process.
Jianjian Yin, Xiruo Jiang, Tao Chen, Gensheng Pei, Yazhou Yao, Fumin Shen, Heng Tao Shen
2026 J jnl
Efficiency Follows Global-Local Decoupling.
CoRR
Zhenyu Yang, Gensheng Pei, Tao Chen, Yichao Zhou, Tianfei Zhou, Yazhou Yao, Fumin Shen
2026 J jnl
Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation.
CoRR
Xinhao Cai, Gensheng Pei, Zeren Sun, Yazhou Yao, Fumin Shen, Wenguan Wang
2026 J jnl
Jo-SNC: Combating Noisy Labels Through Fostering Self- and Neighbor-Consistency.
IEEE Trans. Pattern Anal. Mach. Intell.
Zeren Sun, Yazhou Yao, Tongliang Liu, Zechao Li, Fumin Shen, Jinhui Tang
2026 J jnl
PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation.
CoRR
Jianjian Yin, Tao Chen, Yi Chen, Gensheng Pei, Xiangbo Shu, Yazhou Yao, Fumin Shen
2026 J jnl
Taming SAM3 in the Wild: A Concept Bank for Open-Vocabulary Segmentation.
CoRR
Gensheng Pei, Xiruo Jiang, Yazhou Yao, Xiangbo Shu, Fumin Shen, Byeungwoo Jeon
2026 J jnl
Towards Remote Sensing Change Detection with Neural Memory.
CoRR
Zhenyu Yang, Gensheng Pei, Yazhou Yao, Tianfei Zhou, Lizhong Ding, Fumin Shen
2025 J jnl
ChangeTitans: Toward Remote Sensing Change Detection With Neural Memory.
IEEE Trans. Geosci. Remote. Sens.
Zhenyu Yang, Gensheng Pei, Yazhou Yao, Tianfei Zhou, Lizhong Ding, Fumin Shen
2025 J jnl
Chatting with interactive memory for text-based person retrieval.
Multim. Syst.
Chen He, Shenshen Li, Zheng Wang, Hua Chen, Fumin Shen, Xing Xu
2025 B conf
Composed Query-Based Event Retrieval in Video Corpus with Multimodal Episodic Perceptron.
ICMR
Fan Ni, Xun Jiang, Hao Yang, Chong Peng, Peng Yan, Zheng Wang, Fumin Shen, Xing Xu
2025 J jnl
Conformal Lesion Segmentation for 3D Medical Images.
CoRR
Binyu Tan, Zhiyuan Wang, Jinhao Duan, Kaidi Xu, Heng Tao Shen, Xiaoshuang Shi, Fumin Shen
2025 A conf
Cross-Modal Task Verification via Hypergraph-based Sequential Matching.
ICME
Zhiyi Huang, Xun Jiang, Zheng Wang, Fumin Shen, Jingkuan Song, Xing Xu
2025 J jnl
Cross-Modal Uncertainty Modeling With Diffusion-Based Refinement for Text-Based Person Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Shenshen Li, Xing Xu, Chen He, Fumin Shen, Yang Yang, Heng Tao Shen
2025 A conf
Egocentric Online Action Segmentation with Behavior-Centred Feature Augmentation.
ICME
Zhangye Han, Xun Jiang, Zheng Wang, Xin Liu, Fumin Shen, Xing Xu
2025 — conf
From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs.
ACL (Findings)
Shenshen Li, Wenxin Meng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xing Xu
2025 B conf
Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition.
ICMR
Disen Hu, Xun Jiang, Zhe Sun, Fumin Shen, Xing Xu
2025 J jnl
MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
2025 A conf
Noise Mitigation for Unsupervised Cross-Domain Image Retrieval.
ICME
Jiayang Liu, Kai Wang, Zheng Wang, Xin Liu, Fumin Shen, Xing Xu
2025 A* conf
PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos.
CVPR
Xun Jiang, Zhiyi Huang, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
2025 A conf
Probabilistic Embeddings with Causal Constraint for Error Detection in Egocentric Procedural Videos.
ICME
Tong Hou, Shenshen Li, Xun Jiang, Zheng Wang, Fumin Shen, Xing Xu
2025 J jnl
Query as Supervision: Toward Low-Cost and Robust Video Moment and Highlight Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Xun Jiang, Liqing Zhu, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2025 J jnl
Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning.
CoRR
Shenshen Li, Kaiyuan Deng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Heng Tao Shen, Xing Xu
2025 J jnl
What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models.
CoRR
Chen He, Xun Jiang, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Xing Xu
2024 A* conf
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval.
AAAI
Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2024 J jnl
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric.
CoRR
Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Xian-Sheng Hua, Heng Tao Shen
2024 J jnl
Anti-Collapse Loss for Deep Metric Learning.
IEEE Trans. Multim.
Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Liqiang Nie, Heng Tao Shen
2024 J jnl
BatchNorm-Based Weakly Supervised Video Anomaly Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Heng Tao Shen
2024 J jnl
CR-FPN: channel relation feature pyramid network for object detection.
Wirel. Networks
Ziyuan Li, Xing Xu, Fumin Shen, Hua Chen
2024 J jnl
Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Zhe Sun, Andrzej Cichocki
2024 A conf
Diverse Embedding Modeling with Adaptive Noise Filter for Text-based Person Retrieval.
ICME
Chen He, Shenshen Li, Zheng Wang, Fumin Shen, Yang Yang, Xing Xu
2024 J jnl
Dual Dynamic Threshold Adjustment Strategy for Deep Metric Learning.
CoRR
Xiruo Jiang, Yazhou Yao, Sheng Liu, Fumin Shen, Liqiang Nie, Xiansheng Hua
2024 J jnl
Dual Dynamic Threshold Adjustment Strategy.
ACM Trans. Multim. Comput. Commun. Appl.
Xiruo Jiang, Yazhou Yao, Sheng Liu, Fumin Shen, Liqiang Nie, Xian-Sheng Hua
2024 A* conf
Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion.
CVPR
Zixian Gao, Xun Jiang, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen
2024 J jnl
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen
2024 B conf
PTAN: Principal Token-aware Adjacent Network for Compositional Temporal Grounding.
ICMR
Zhuoyuan Wei, Xun Jiang, Zheng Wang, Fumin Shen, Xing Xu
2024 J jnl
Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels.
IEEE Trans. Neural Networks Learn. Syst.
Haonan Luo, Guosheng Lin, Fumin Shen, Xingguo Huang, Yazhou Yao, Hengtao Shen
2024 J jnl
SDN: Semantic Decoupling Network for Temporal Language Grounding.
IEEE Trans. Neural Networks Learn. Syst.
Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen
2024 A conf
Temporal Self-Paced Proposal Learning for Weakly-Supervised Video Moment Retrieval and Highlight Detection.
ICME
Liqing Zhu, Xun Jiang, Fumin Shen, Guoqing Wang, Yang Yang, Xing Xu
2024 J jnl
Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings.
IEEE Trans. Multim.
Xun Jiang, Xing Xu, Zailei Zhou, Yang Yang, Fumin Shen, Heng Tao Shen
2023 J jnl
AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data.
CoRR
Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Fumin Shen, Heng Tao Shen
2023 J jnl
Attention Map Guided Transformer Pruning for Edge Device.
CoRR
Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen
2023 J jnl
Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device.
IEEE Trans. Multim.
Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen
2023 J jnl
BatchNorm-based Weakly Supervised Video Anomaly Detection.
CoRR
Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Hengtao Shen
2023 J jnl
Boosting Robust Learning Via Leveraging Reusable Samples in Noisy Web Data.
IEEE Trans. Multim.
Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Jian Zhang, Xian-Sheng Hua
2023 J jnl
Co-attention Propagation Network for Zero-Shot Video Object Segmentation.
CoRR
Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen
2023 A* conf
DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval.
ACM Multimedia
Shenshen Li, Xing Xu, Yang Yang, Fumin Shen, Yijun Mo, Yujie Li, Heng Tao Shen
2023 J jnl
Guided by Meta-Set: A Data-Driven Method for Fine-Grained Visual Recognition.
IEEE Trans. Multim.
Chuanyi Zhang, Guosheng Lin, Qiong Wang, Fumin Shen, Yazhou Yao, Zhenmin Tang
2023 J jnl
Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation.
IEEE Trans. Image Process.
Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen
2023 J jnl
Hierarchical Graph Pattern Understanding for Zero-Shot VOS.
CoRR
Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen
2023 J jnl
Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation.
IEEE Trans. Image Process.
Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen
2023 J jnl
MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection.
CoRR
Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
2023 B conf
Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization.
ICMR
Shenshen Li, Xing Xu, Fumin Shen, Yang Yang
2023 A conf
Progressive Event Alignment Network for Partial Relevant Video Retrieval.
ICME
Xun Jiang, Zhiguo Chen, Xing Xu, Fumin Shen, Zuo Cao, Xunliang Cai
2023 A conf
Region-Aware Semantic Consistency for Unsupervised Domain-Adaptive Semantic Segmentation.
ICME
Jun Xie, Yixuan Zhou, Xing Xu, Guoqing Wang, Fumin Shen, Yang Yang
2023 J jnl
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.
IEEE Trans. Multim.
Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen
2023 B conf
Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability.
ICMR
Jialin Tian, Xing Xu, Zuo Cao, Gong Zhang, Fumin Shen, Yang Yang
2022 J jnl
A Generalized Method for Binary Optimization: Convergence Analysis and Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao
2022 B conf
Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search.
ICMR
Siyuan Li, Guangji Huang, Xing Xu, Yang Yang, Fumin Shen
2022 J jnl
Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query.
IEEE Trans. Multim.
Gongmian Wang, Xing Xu, Fumin Shen, Huimin Lu, Yanli Ji, Heng Tao Shen
2022 A* conf
DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing.
ACM Multimedia
Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen
2022 J jnl
Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Open-Set Noise and Utilizing Hard Examples.
IEEE Trans. Multim.
Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Zhenmin Tang, Jian Zhang
2022 J jnl
Flow-Edge Guided Unsupervised Video Object Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Yifeng Zhou, Xing Xu, Fumin Shen, Xiaofeng Zhu, Heng Tao Shen
2022 A conf
GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding.
ICME
Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Xunliang Cai
2022 J jnl
Graph convolutional network with sample and feature weights for Alzheimer's disease diagnosis.
Inf. Process. Manag.
Lu Zeng, Hengxin Li, Tingsong Xiao, Fumin Shen, Zhi Zhong
2022 — conf
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation.
ECCV (34)
Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang
2022 J jnl
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation.
CoRR
Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang
2022 J jnl
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning.
IEEE Trans. Neural Networks Learn. Syst.
Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen
2022 J jnl
Modeling Two-Stream Correspondence for Visual Sound Separation.
IEEE Trans. Circuits Syst. Video Technol.
Yixuan He, Xing Xu, Jingran Zhang, Fumin Shen, Yang Yang, Heng Tao Shen
2022 A* conf
Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval.
SIGIR
Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fumin Shen, Heng Tao Shen
2022 A* conf
PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction.
CVPR
Zeren Sun, Fumin Shen, Dan Huang, Qiong Wang, Xiangbo Shu, Yazhou Yao, Jinhui Tang
2022 J jnl
Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition.
IEEE Trans. Multim.
Chuanyi Zhang, Qiong Wang, Guo-Sen Xie, Qi Wu, Fumin Shen, Zhenmin Tang
2022 J jnl
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.
CoRR
Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen
2022 B conf
Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition.
ICMR
Yiran Zhu, Guangji Huang, Xing Xu, Yanli Ji, Fumin Shen
2022 J jnl
Semantic-Aligned Attention With Refining Feature Embedding for Few-Shot Image Classification.
IEEE Trans. Intell. Transp. Syst.
Xianda Xu, Xing Xu, Fumin Shen, Yujie Li
2022 J jnl
Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation.
IEEE Trans. Multim.
Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang
2022 A* conf
Semi-supervised Video Paragraph Grounding with Contrastive Encoder.
CVPR
Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen
2022 A* conf
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval.
AAAI
Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2022 J jnl
Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks.
IEEE Trans. Multim.
Zheng Zhang, Xunguang Wang, Guangming Lu, Fumin Shen, Lei Zhu
2021 J jnl
A Cognitive Memory-Augmented Network for Visual Anomaly Detection.
IEEE CAA J. Autom. Sinica
Tian Wang, Xing Xu, Fumin Shen, Yang Yang
2021 A* conf
AggNet for Self-supervised Monocular Depth Estimation: Go An Aggressive Step Furthe.
ACM Multimedia
Zhi Chen, Xiaoqing Ye, Liang Du, Wei Yang, Liusheng Huang, Xiao Tan, Zhenbo Shi, Fumin Shen, Errui Ding
2021 J jnl
Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset.
IEEE Trans. Circuits Syst. Video Technol.
Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng
2021 A conf
Attention-Based Relation Reasoning Network for Video-Text Retrieval.
ICME
Ni Wang, Zheng Wang, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2021 A* conf
CAA: Candidate-Aware Aggregation for Temporal Action Detection.
ACM Multimedia
Yifan Ren, Xing Xu, Fumin Shen, Yazhou Yao, Huimin Lu
2021 J jnl
Collaborative Learning for Extremely Low Bit Asymmetric Hashing.
IEEE Trans. Knowl. Data Eng.
Yadan Luo, Zi Huang, Yang Li, Fumin Shen, Yang Yang, Peng Cui
2021 B conf
Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion.
ICMR
Jiao Li, Jialiang Sun, Xing Xu, Wei Yu, Fumin Shen
2021 A* conf
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning.
AAAI
Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen
2021 J jnl
Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing.
IEEE Trans. Knowl. Data Eng.
Heng Tao Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fumin Shen, Richang Hong
2021 J jnl
Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones.
CoRR
Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiu-Shen Wei, Fumin Shen, Jian Zhang, Zhenmin Tang
2021 J jnl
Few-shot prototype alignment regularization network for document image layout segementation.
Pattern Recognit.
Yujie Li, Pengfei Zhang, Xing Xu, Yi Lai, Fumin Shen, Lijiang Chen, Pengxiang Gao
2021 A conf
Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition.
ICME
Yiran Zhu, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen, Huimin Lu
2021 A* conf
Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval.
SIGIR
Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen
2021 J jnl
Inductive Structure Consistent Hashing via Flexible Semantic Calibration.
IEEE Trans. Neural Networks Learn. Syst.
Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu
2021 A* conf
Jo-SRC: A Contrastive Approach for Combating Noisy Labels.
CVPR
Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang
2021 J jnl
Jo-SRC: A Contrastive Approach for Combating Noisy Labels.
CoRR
Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang
2021 A* conf
Lifting the Veil of Frequency in Joint Segmentation and Depth Estimation.
ACM Multimedia
Tianhao Fu, Yingying Li, Xiaoqing Ye, Xiao Tan, Hao Sun, Fumin Shen, Errui Ding
2021 B conf
Multi-scale Dynamic Network for Temporal Action Detection.
ICMR
Yifan Ren, Xing Xu, Fumin Shen, Zheng Wang, Yang Yang, Heng Tao Shen
2021 A* conf
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation.
CVPR
Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
2021 J jnl
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation.
CoRR
Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
2021 A* conf
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation.
IJCAI
Yiran Zhu, Xing Xu, Fumin Shen, Yanli Ji, Lianli Gao, Heng Tao Shen
2021 A* conf
Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing.
CVPR
Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu
2021 J jnl
Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing.
CoRR
Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu
2021 A* conf
Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval.
ACM Multimedia
Jialin Tian, Xing Xu, Zheng Wang, Fumin Shen, Xin Liu
2021 J jnl
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification.
IEEE Trans. Image Process.
Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao
2021 A* conf
Scene Text Image Super-Resolution via Parallelly Contextual Attention Network.
ACM Multimedia
Cairong Zhao, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu, Fumin Shen, Heng Tao Shen
2021 J jnl
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation.
CoRR
Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang
2021 J jnl
Toward Effective Intrusion Detection Using Log-Cosh Conditional Variational Autoencoder.
IEEE Internet Things J.
Xing Xu, Jie Li, Yang Yang, Fumin Shen
2021 A* conf
Video Representation Learning with Graph Contrastive Augmentation.
ACM Multimedia
Jingran Zhang, Xing Xu, Fumin Shen, Yazhou Yao, Jie Shao, Xiaofeng Zhu
2021 A* conf
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach.
ICCV
Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen
2021 J jnl
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach.
CoRR
Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen
2020 J jnl
A Context Knowledge Map Guided Coarse-to-Fine Action Recognition.
IEEE Trans. Image Process.
Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, Heng Tao Shen
2020 J jnl
A Survey of Human Action Analysis in HRI Applications.
IEEE Trans. Circuits Syst. Video Technol.
Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2020 A* conf
Auto-Encoding Twin-Bottleneck Hashing.
CVPR
Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao
2020 J jnl
Auto-Encoding Twin-Bottleneck Hashing.
CoRR
Yuming Shen, Jie Qin, Jiaxin Chen, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao
2020 J jnl
Bidirectional Discrete Matrix Factorization Hashing for Image Search.
IEEE Trans. Cybern.
Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen
2020 J jnl
Cross-Modal Attention With Semantic Consistence for Image-Text Matching.
IEEE Trans. Neural Networks Learn. Syst.
Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen, Heng Tao Shen
2020 J jnl
Deep quantization generative networks.
Pattern Recognit.
Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao
2020 J jnl
Dual ResGCN for Balanced Scene GraphGeneration.
CoRR
Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen
2020 J jnl
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories.
IEEE Trans. Neural Networks Learn. Syst.
Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen
2020 J jnl
Graph Convolutional Network Hashing.
IEEE Trans. Cybern.
Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang, Heng Tao Shen
2020 — conf
Multi-model Network for Fine-Grained Cross-Media Retrieval.
PRCV (2)
Jiemi Bai, Yazhou Yao, Qiong Wang, Yichao Zhou, Wankou Yang, Fumin Shen
2020 A conf
Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval.
ICME
Jiawen Zhu, Xing Xu, Fumin Shen, Roy Ka-Wei Lee, Zheng Wang, Heng Tao Shen
2020 J jnl
Similarity learning with joint transfer constraints for person re-identification.
Pattern Recognit.
Cairong Zhao, Xuekuan Wang, Wangmeng Zuo, Fumin Shen, Ling Shao, Duoqian Miao
2020 J jnl
Similarity preserving feature generating networks for zero-shot learning.
Neurocomputing
Yuanbo Ma, Xing Xu, Fumin Shen, Heng Tao Shen
2020 A* conf
Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency.
ACM Multimedia
Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen
2020 J jnl
Temporal Reasoning Graph for Activity Recognition.
IEEE Trans. Image Process.
Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen
2020 J jnl
Towards Automatic Construction of Diverse, High-Quality Image Datasets.
IEEE Trans. Knowl. Data Eng.
Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen
2020 A* conf
Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification.
AAAI
Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-Sen Xie, Xiangbo Shu, Tianfei Zhou, Zheng Zhang, Fumin Shen, Zhenmin Tang
2020 A* conf
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images.
CVPR
Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen
2019 J jnl
A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition.
CoRR
Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng
2019 J jnl
Binary Multi-View Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao
2019 A* conf
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling.
CVPR
Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yi Zhou, Si Liu, Yao Sun, Ling Shao
2019 J jnl
Collective Reconstructive Embeddings for Cross-Modal Hashing.
IEEE Trans. Image Process.
Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen
2019 J jnl
Cooperative Cross-Stream Network for Discriminative Action Representation.
CoRR
Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen
2019 J jnl
Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network.
Neurocomputing
Yanli Ji, Yuhan Hu, Yang Yang, Fumin Shen, Heng Tao Shen
2019 A* conf
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing.
CVPR
Jiaxin Chen, Jie Qin, Li Liu, Fan Zhu, Fumin Shen, Jin Xie, Ling Shao
2019 J jnl
Describing Video With Attention-Based Bidirectional LSTM.
IEEE Trans. Cybern.
Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, Xuelong Li
2019 A* conf
Dynamically Visual Disambiguation of Keyword-based Image Search.
IJCAI
Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao
2019 J jnl
Dynamically Visual Disambiguation of Keyword-based Image Search.
CoRR
Yazhou Yao, Zeren Sun, Fumin Shen, Li Liu, Limin Wang, Fan Zhu, Lizhong Ding, Gangshan Wu, Ling Shao
2019 J jnl
Embedding and predicting the event at early stage.
World Wide Web
Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen
2019 J jnl
Error Correcting Input and Output Hashing.
IEEE Trans. Cybern.
Chao Ma, Ivor W. Tsang, Fumin Shen, Chuancai Liu
2019 A* conf
Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables.
CVPR
Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu
2019 J jnl
Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables.
CoRR
Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu
2019 J jnl
Extracting Multiple Visual Senses for Web Learning.
IEEE Trans. Multim.
Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao
2019 J jnl
Extracting Privileged Information for Enhancing Classifier Learning.
IEEE Trans. Image Process.
Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao
2019 J jnl
Extracting Visual Knowledge from the Internet: Making Sense of Image Data.
CoRR
Yazhou Yao, Jian Zhang, Xian-Sheng Hua, Fumin Shen, Zhenmin Tang
2019 J jnl
Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent.
CoRR
Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao
2019 J jnl
Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition.
Signal Process.
Xing Xu, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen, Xuelong Li
2019 A* conf
Generative Reconstructive Hashing for Incomplete Video Analysis.
ACM Multimedia
Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen
2019 A* conf
Make a Face: Towards Arbitrary High Fidelity Face Manipulation.
ICCV
Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He
2019 J jnl
Make a Face: Towards Arbitrary High Fidelity Face Manipulation.
CoRR
Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He
2019 J jnl
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning.
CoRR
Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen
2019 J jnl
Real-Time Deep Tracking via Corrective Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol.
Hanxi Li, Xinyu Wang, Fumin Shen, Yi Li, Fatih Porikli, Mingwen Wang
2019 J jnl
Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings.
IEEE Trans. Image Process.
Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen
2019 J jnl
Temporal Reasoning Graph for Activity Recognition.
CoRR
Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen
2019 A* conf
Time-aware Session Embedding for Click-Through-Rate Prediction.
ACM Multimedia
Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Wenxin Tan, Fumin Shen, Heng Tao Shen
2019 J jnl
Word-to-region attention network for visual question answering.
Multim. Tools Appl.
Liang Peng, Yang Yang, Yi Bin, Ning Xie, Fumin Shen, Yanli Ji, Xing Xu
2018 A* conf
A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition.
ACM Multimedia
Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng
2018 J jnl
A novel multi-view dimensionality reduction and recognition framework with applications to face recognition.
J. Vis. Commun. Image Represent.
Xiaobo Shen, Yunhao Yuan, Fumin Shen, Yang Xu, Quan-Sen Sun
2018 A* conf
Chat More: Deepening and Widening the Chatting Topic via A Deep Model.
SIGIR
Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie
2018 J jnl
Collaborative Learning for Extremely Low Bit Asymmetric Hashing.
CoRR
Yadan Luo, Yang Li, Fumin Shen, Yang Yang, Peng Cui, Zi Huang
2018 — conf
Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States.
ECCV (12)
Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang
2018 A* conf
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words.
AAAI
Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang
2018 — conf
Discrete Binary Hashing Towards Efficient Fashion Recommendation.
DASFAA (1)
Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang
2018 — conf
Domain Invariant Subspace Learning for Cross-Modal Retrieval.
MMM (2)
Chenlu Liu, Xing Xu, Yang Yang, Huimin Lu, Fumin Shen, Yanli Ji
2018 A conf
Dual Learning for Visual Question Generation.
ICME
Xing Xu, Jingkuan Song, Huimin Lu, Li He, Yang Yang, Fumin Shen
2018 A* conf
Extracting Privileged Information from Untagged Corpora for Classifier Learning.
IJCAI
Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xian-Sheng Hua, Zhenmin Tang
2018 — conf
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval.
ECCV (2)
Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool
2018 A* conf
GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder.
SIGIR
Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen
2018 J jnl
Hashing with Angular Reconstructive Embeddings.
IEEE Trans. Image Process.
Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen
2018 J jnl
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering.
CoRR
Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen
2018 — conf
Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.
ECCV (12)
Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen
2018 — conf
Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation.
DASFAA (2)
Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie, Zi Huang
2018 J jnl
Jointly Sparse Hashing for Image Retrieval.
IEEE Trans. Image Process.
Zhihui Lai, Yudong Chen, Jian Wu, Wai Keung Wong, Fumin Shen
2018 J jnl
Learning Discrete Hashing Towards Efficient Fashion Recommendation.
Data Sci. Eng.
Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang
2018 J jnl
Learning binary codes with local and inner data structure.
Neurocomputing
Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2018 A* conf
Learning to Synthesize 3D Indoor Scenes from Monocular Images.
ACM Multimedia
Fan Zhu, Li Liu, Jin Xie, Fumin Shen, Ling Shao, Yi Fang
2018 B conf
Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval.
ICMR
Xing Xu, Jingkuan Song, Huimin Lu, Yang Yang, Fumin Shen, Zi Huang
2018 J jnl
Multiple hierarchical deep hashing for large scale image retrieval.
Multim. Tools Appl.
Liangfu Cao, Lianli Gao, Jingkuan Song, Fumin Shen, Yuan Wang
2018 J jnl
Multiview Discrete Hashing for Scalable Multimedia Search.
ACM Trans. Intell. Syst. Technol.
Xiaobo Shen, Fumin Shen, Li Liu, Yunhao Yuan, Weiwei Liu, Quan-Sen Sun
2018 — conf
Neural Stereoscopic Image Style Transfer.
ECCV (5)
Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang
2018 J jnl
Neural Stereoscopic Image Style Transfer.
CoRR
Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang
2018 J jnl
Person re-identification with activity prediction based on hierarchical spatial-temporal model.
Neurocomputing
Minxian Li, Fumin Shen, Jingya Wang, Chao Guan, Jinhui Tang
2018 A* conf
Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning.
ACM Multimedia
Teng Long, Xing Xu, Youyou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen
2018 J jnl
Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features.
IEEE Trans. Hum. Mach. Syst.
Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen
2018 J jnl
Recurrent attention network using spatial-temporal relations for action recognition.
Signal Process.
Mingxing Zhang, Yang Yang, Yanli Ji, Ning Xie, Fumin Shen
2018 J jnl
Robust discrete code modeling for supervised hashing.
Pattern Recognit.
Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen
2018 J jnl
Semantic binary coding for visual recognition via joint concept-attribute modelling.
Multim. Tools Appl.
Xing Xu, Haiping Wu, Yang Yang, Fumin Shen, Ning Xie, Yanli Ji
2018 A conf
Structure-Aware 3D Shape Synthesis from Single-View Images.
BMVC
Xuyang Hu, Fan Zhu, Li Liu, Jin Xie, Jun Tang, Nian Wang, Fumin Shen, Ling Shao
2018 — conf
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights.
ECCV (2)
Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen
2018 J jnl
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen
2018 A* conf
Visual Spatial Attention Network for Relationship Detection.
ACM Multimedia
Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen
2018 J jnl
Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.
IEEE Trans. Pattern Anal. Mach. Intell.
Yang Long, Li Liu, Fumin Shen, Ling Shao, Xuelong Li
2018 A* conf
Zero-Shot Sketch-Image Hashing.
CVPR
Yuming Shen, Li Liu, Fumin Shen, Ling Shao
2018 J jnl
Zero-Shot Sketch-Image Hashing.
CoRR
Yuming Shen, Li Liu, Fumin Shen, Ling Shao
2018 J jnl
Zero-shot learning via discriminative representation extraction.
Pattern Recognit. Lett.
Teng Long, Xing Xu, Fumin Shen, Li Liu, Ning Xie, Yang Yang
2017 Misc conf
A Deep Approach for Multi-modal User Attribute Modeling.
ADC
Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen
2017 A* conf
A System for Spatiotemporal Anomaly Localization in Surveillance Videos.
ACM Multimedia
Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen
2017 J jnl
A new web-supervised method for image dataset constructions.
Neurocomputing
Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang
2017 J jnl
Asymmetric Binary Coding for Image Search.
IEEE Trans. Multim.
Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen
2017 A conf
Asymmetric sparse hashing.
ICME
Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen
2017 A conf
Attribute hashing for zero-shot image retrieval.
ICME
Yahui Xu, Yang Yang, Fumin Shen, Xing Xu, Yuxuan Zhou, Heng Tao Shen
2017 J jnl
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.
IEEE Trans. Image Process.
Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou
2017 A* conf
Binary Coding for Partial Action Analysis with Limited Observation Ratios.
CVPR
Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang
2017 J jnl
Captioning Videos Using Large-Scale Image Corpus.
J. Comput. Sci. Technol.
Xiao-Yu Du, Yang Yang, Liu Yang, Fumin Shen, Zhiguang Qin, Jinhui Tang
2017 A* conf
Classification by Retrieval: Binarizing Data and Classifiers.
SIGIR
Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen
2017 A* conf
Compressed K-Means for Large-Scale Clustering.
AAAI
Xiao-Bo Shen, Weiwei Liu, Ivor W. Tsang, Fumin Shen, Quan-Sen Sun
2017 A* conf
Deep Asymmetric Pairwise Hashing.
ACM Multimedia
Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen
2017 A* conf
Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval.
CVPR
Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao
2017 J jnl
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval.
CoRR
Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao
2017 J jnl
Discrete Nonnegative Spectral Clustering.
IEEE Trans. Knowl. Data Eng.
Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li
2017 A* conf
Discretely Coding Semantic Rank Orders for Supervised Image Hashing.
CVPR
Li Liu, Ling Shao, Fumin Shen, Mengyang Yu
2017 A* conf
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval.
ACM Multimedia
Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen
2017 Misc conf
Efficient Supervised Hashing via Exploring Local and Inner Data Structure.
ADC
Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2017 J jnl
Erratum to: Multi-view feature selection and classification for Alzheimer's Disease Diagnosis.
Multim. Tools Appl.
Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang, Yuan Wang
2017 A* conf
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.
SIGIR
Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen
2017 — conf
Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning.
ICIMCS
Haiping Wu, Yang Yang, Xing Xu, Fumin Shen, Ning Xie, Yanli Ji
2017 J jnl
Exploiting Web Images for Dataset Construction: A Domain Robust Approach.
IEEE Trans. Multim.
Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang
2017 A* conf
From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis.
CVPR
Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han
2017 J jnl
From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis.
CoRR
Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han
2017 J jnl
Indexing and mining large-scale neuron databases using maximum inner product search.
Pattern Recognit.
Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang
2017 J jnl
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
CoRR
Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao
2017 J jnl
Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
IEEE Trans. Image Process.
Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao
2017 J jnl
Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources.
Neurocomputing
Xiangpeng Li, Lianli Gao, Xing Xu, Jie Shao, Fumin Shen, Jingkuan Song
2017 J jnl
Large-scale image retrieval with supervised sparse hashing.
Neurocomputing
Yan Xu, Fumin Shen, Xing Xu, Lianli Gao, Yuan Wang, Xiao Tan
2017 J jnl
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.
IEEE Trans. Image Process.
Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li
2017 J jnl
Learning robust and discriminative low-rank representations for face recognition with occlusion.
Pattern Recognit.
Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue
2017 A* conf
Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning.
CVPR
Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song
2017 A conf
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update.
CIKM
Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen
2017 J jnl
Multi-view feature selection and classification for Alzheimer's Disease diagnosis.
Multim. Tools Appl.
Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang, Yuan Wang
2017 J jnl
Processing Long Queries Against Short Text: Top-
ACM Trans. Inf. Syst.
Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen
2017 J jnl
Refining Image Categorization by Exploiting Web Images and General Corpus.
CoRR
Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Wankou Yang, Zhenmin Tang
2017 J jnl
Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.
IEEE Trans. Image Process.
Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li
2017 J jnl
Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation.
CoRR
Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli
2017 A conf
Robust and real-time deep tracking via multi-scale domain adaptation.
ICME
Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli
2017 J jnl
Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval.
IEEE Trans. Cybern.
Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen
2017 J jnl
Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval.
IEEE Trans. Image Process.
Li Liu, Zijia Lin, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han
2017 J jnl
Supervised hashing with adaptive discrete optimization for multimedia retrieval.
Neurocomputing
Sixiu Chen, Fumin Shen, Yang Yang, Xing Xu, Jingkuan Song
2017 J jnl
Towards Automatic Construction of Diverse, High-quality Image Dataset.
CoRR
Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen
2017 B conf
Transductive Visual-Semantic Embedding for Zero-shot Learning.
ICMR
Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang
2017 A* conf
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning.
SIGIR
Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen
2017 A conf
Unsupervised cross-modal retrieval through adversarial learning.
ICME
Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen
2017 A* conf
Zero-Shot Action Recognition with Error-Correcting Output Codes.
CVPR
Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang
2016 A* conf
A Domain Robust Approach For Image Dataset Construction.
ACM Multimedia
Yazhou Yao, Xian-Sheng Hua, Fumin Shen, Jian Zhang, Zhenmin Tang
2016 J jnl
A Fast Optimization Method for General Binary Code Learning.
IEEE Trans. Image Process.
Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao
2016 A* conf
A Unified Framework for Discrete Spectral Clustering.
IJCAI
Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen
2016 J jnl
Active contour evolved by joint probability classification on Riemannian manifold.
Signal Image Video Process.
Qi Ge, Fumin Shen, Xiao-Yuan Jing, Fei Wu, Shi-Peng Xie, Dong Yue, Haibo Li
2016 A conf
Automatic image dataset construction with multiple textual metadata.
ICME
Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang
2016 A* conf
Bidirectional Long-Short Term Memory for Video Description.
ACM Multimedia
Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen
2016 J jnl
Bidirectional Long-Short Term Memory for Video Description.
CoRR
Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen
2016 J jnl
Binary Subspace Coding for Query-by-Image Video Retrieval.
CoRR
Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen
2016 J jnl
Binary code learning via optimal class representations.
Neurocomputing
Xiang Zhou, Fumin Shen, Yang Yang, Guangwei Gao, Yuan Wang
2016 J jnl
Binary representation learning in computer vision.
Neurocomputing
Fumin Shen, Hanwang Zhang, Yang Yang
2016 J jnl
Combining multi-representation for multimedia event detection using co-training.
Neurocomputing
Yi Bin, Yang Yang, Fumin Shen, Xing Xu
2016 A* conf
Cross-modal Retrieval with Label Completion.
ACM Multimedia
Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song
2016 A* conf
Discrete Collaborative Filtering.
SIGIR
Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua
2016 B conf
Discriminant Cross-modal Hashing.
ICMR
Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2016 — conf
Dynamic User Attribute Discovery on Social Media.
APWeb (1)
Xiu Huang, Yang Yang, Yue Hu, Fumin Shen, Jie Shao
2016 J jnl
Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker.
IEEE Signal Process. Lett.
Rui Yao, Shixiong Xia, Fumin Shen, Yong Zhou, Qiang Niu
2016 J jnl
Exploiting Web Images for Dataset Construction: A Domain Robust Approach.
CoRR
Yazhou Yao, Jian Zhang, Fumin Shen, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang
2016 — conf
Extracting Visual Knowledge from the Internet: Making Sense of Image Data.
MMM (1)
Yazhou Yao, Jian Zhang, Xian-Sheng Hua, Fumin Shen, Zhenmin Tang
2016 J jnl
Face Recognition Using A Low Rank Representation Based Projections Method.
Neural Process. Lett.
Zhenyu Wang, Wankou Yang, Fumin Shen
2016 J jnl
Face identification with second-order pooling in single-layer networks.
Neurocomputing
Fumin Shen, Yang Yang, Xiang Zhou, Xianglong Liu, Jie Shao
2016 J jnl
Face image classification by pooling raw features.
Pattern Recognit.
Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen
2016 J jnl
Face recognition using linear representation ensembles.
Pattern Recognit.
Hanxi Li, Fumin Shen, Chunhua Shen, Yang Yang, Yongsheng Gao
2016 A* conf
Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration.
ACM Multimedia
Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen, Nicu Sebe
2016 J jnl
L
Neurocomputing
Mingxing Zhang, Yang Yang, Hanwang Zhang, Fumin Shen, Dongxiang Zhang
2016 J jnl
Learning Binary Codes and Binary Weights for Efficient Classification.
CoRR
Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen
2016 — conf
Maximum inner product search for morphological retrieval of large-scale neuron data.
ISBI
Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang
2016 J jnl
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering.
CoRR
Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen
2016 J jnl
Robust Cross-view Hashing for Multimedia Retrieval.
IEEE Signal Process. Lett.
Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen
2016 J jnl
Robust regression based face recognition with fast outlier removal.
Multim. Tools Appl.
Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen
2016 J jnl
Spatial and temporal scoring for egocentric video summarization.
Neurocomputing
Zhao Guo, Lianli Gao, Xiantong Zhen, Fuhao Zou, Fumin Shen, Kai Zheng
2016 A* conf
Zero-Shot Hashing via Transferring Supervised Knowledge.
ACM Multimedia
Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen
2016 J jnl
Zero-Shot Hashing via Transferring Supervised Knowledge.
CoRR
Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen
2015 A* conf
Deep Self-taught Hashing for Image Retrieval.
ACM Multimedia
Ke Zhou, Yu Liu, Jingkuan Song, Linyu Yan, Fuhao Zou, Fumin Shen
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 — conf
Hashing with Inductive Supervised Learning.
PCM (2)
Mingxing Zhang, Fumin Shen, Hanwang Zhang, Ning Xie, Wankou Yang
2015 J jnl
Kernel Low-Rank Representation for face recognition.
Neurocomputing
Hoangvu Nguyen, Wankou Yang, Fumin Shen, Changyin Sun
2015 A* conf
Learning Binary Codes for Maximum Inner Product Search.
ICCV
Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen
2015 A* conf
Multi-view Latent Hashing for Efficient Multimedia Search.
ACM Multimedia
Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan
2015 A* conf
Multi-view Semi-supervised Learning for Web Image Annotation.
ACM Multimedia
Mengqiu Hu, Yang Yang, Hanwang Zhang, Fumin Shen, Jie Shao, Fuhao Zou
2015 J jnl
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.
IEEE Trans. Big Data
Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li
2015 A* conf
Supervised Discrete Hashing.
CVPR
Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen
2015 A* conf
Visual Coding in a Semantic Hierarchy.
ACM Multimedia
Yang Yang, Hanwang Zhang, Mingxing Zhang, Fumin Shen, Xuelong Li
2014 J jnl
Boosting Separability in Semisupervised Learning for Object Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang
2014 J jnl
Face Identification with Second-Order Pooling.
CoRR
Fumin Shen, Chunhua Shen, Heng Tao Shen
2014 J jnl
Face Image Classification by Pooling Raw Features.
CoRR
Fumin Shen, Chunhua Shen, Heng Tao Shen
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
Image classification using local linear regression.
Neural Comput. Appl.
Wankou Yang, Karl Ricanek, Fumin Shen
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 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
Generic Image Classification Approaches Excel on Face Recognition.
CoRR
Fumin Shen, Chunhua Shen
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 J jnl
Locality constrained representation based classification with spatial pyramid patches.
Neurocomputing
Fumin Shen, Zhenmin Tang, Jingsong Xu
2013 B conf
Training boosting-like algorithms with semi-supervised subspace learning.
ICIP
Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang
2012 J jnl
UBoost: Boosting with the Universum.
IEEE Trans. Pattern Anal. Mach. Intell.
Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang