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Heng Tao Shen
Hengtao Shen – 申恒涛
Person information
- unicode name: 申恒涛
- affiliation: University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China
- affiliation (2004 - 2017): University of Queensland, Brisbane, Australia
- affiliation (PhD 2004): National University of Singapore, Singapore
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2020 – today
- 2025
- [j290]Yujie Mo
, Heng Tao Shen, Xiaofeng Zhu:
Unsupervised multi-view graph representation learning with dual weight-net. Inf. Fusion 114: 102669 (2025) - [j289]Yujie Mo
, Heng Tao Shen, Xiaofeng Zhu:
Efficient self-supervised heterogeneous graph representation learning with reconstruction. Inf. Fusion 117: 102846 (2025) - [j288]Fengling Li
, Tianshi Wang
, Lei Zhu
, Jingjing Li
, Heng Tao Shen
:
Attack as Defense: Proactive Adversarial Multi-Modal Learning to Evade Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4717-4733 (2025) - [j287]Kumie Gedamu
, Yanli Ji, Yang Yang
, Jie Shao
, Heng Tao Shen:
Visual-Semantic Alignment Temporal Parsing for Action Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 35(3): 2436-2449 (2025) - [j286]Kaihao Lin
, Guoqing Wang, Tianyu Li
, Yuhui Wu
, Chongyi Li
, Yang Yang
, Heng Tao Shen
:
Toward Generalized and Realistic Unpaired Image Dehazing via Region-Aware Physical Constraints. IEEE Trans. Circuits Syst. Video Technol. 35(3): 2753-2767 (2025) - [j285]Shenshen Li
, Xing Xu
, Chen He, Fumin Shen
, Yang Yang
, Heng Tao Shen
:
Cross-Modal Uncertainty Modeling With Diffusion-Based Refinement for Text-Based Person Retrieval. IEEE Trans. Circuits Syst. Video Technol. 35(3): 2881-2893 (2025) - [j284]Xun Jiang
, Liqing Zhu, Xing Xu
, Fumin Shen
, Yang Yang
, Heng Tao Shen
:
Query as Supervision: Toward Low-Cost and Robust Video Moment and Highlight Retrieval. IEEE Trans. Circuits Syst. Video Technol. 35(5): 3955-3968 (2025) - [j283]Xun Jiang
, Xing Xu
, Huimin Lu
, Lianghua He
, Heng Tao Shen
:
Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis. IEEE Trans. Fuzzy Syst. 33(1): 15-27 (2025) - [j282]Abdullah Aman Khan
, Jie Shao
, Yunbo Rao
, Lei She, Heng Tao Shen
:
LRDNet: Lightweight LiDAR Aided Cascaded Feature Pools for Free Road Space Detection. IEEE Trans. Multim. 27: 652-664 (2025) - [j281]Abdullah Aman Khan
, Jie Shao
, Sidra Shafiq, Shuyuan Zhu
, Heng Tao Shen
:
Enhancing Few-Shot 3D Point Cloud Classification With Soft Interaction and Self-Attention. IEEE Trans. Multim. 27: 1127-1141 (2025) - [j280]Pengpeng Zeng
, Haonan Zhang
, Lianli Gao
, Xiangpeng Li, Jin Qian, Heng Tao Shen
:
Visual Commonsense-Aware Representation Network for Video Captioning. IEEE Trans. Neural Networks Learn. Syst. 36(1): 1092-1103 (2025) - [j279]Yixuan Zhou
, Xing Xu
, Jingkuan Song
, Fumin Shen
, Heng Tao Shen
:
MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2437-2450 (2025) - [j278]Jialin Tian
, Abdulmotaleb El-Saddik
, Xing Xu
, Dongshuai Li, Zuo Cao
, Heng Tao Shen
:
Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4738-4749 (2025) - [j277]Zheng Wang
, Zhenwei Gao, Yang Yang
, Guoqing Wang
, Chengbo Jiao, Heng Tao Shen
:
Geometric Matching for Cross-Modal Retrieval. IEEE Trans. Neural Networks Learn. Syst. 36(3): 5509-5521 (2025) - [j276]Lu Zeng
, Xuan Chen, Xiaoshuang Shi
, Heng Tao Shen
:
Feature Noise Boosts DNN Generalization Under Label Noise. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7711-7724 (2025) - [c267]Ran Ran, Jiwei Wei, Xiangyi Cai, Xiang Guan, Jie Zou, Yang Yang, Heng Tao Shen:
CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer. AAAI 2025: 6684-6692 - [c266]Yixuan Zhou, Long Bai, Sijia Cai, Bing Deng, Xing Xu, Heng Tao Shen:
TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident. ICLR 2025 - [i130]Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, Heng Tao Shen:
PSCon: Toward Conversational Product Search. CoRR abs/2502.13881 (2025) - [i129]Xuzheng Yang, Junzhuo Liu, Peng Wang, Guoyin Wang, Yang Yang, Heng Tao Shen:
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration. CoRR abs/2502.20104 (2025) - [i128]Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Attention Hijackers: Detect and Disentangle Attention Hijacking in LVLMs for Hallucination Mitigation. CoRR abs/2503.08216 (2025) - [i127]Xiaoyao Zhong, Haotian Li, Jiabao Jin, Mingyu Yang, Deming Chu, Xiangyu Wang, Zhitao Shen, Wei Jia, George Gu, Yi Xie, Xuemin Lin, Heng Tao Shen, Jingkuan Song, Peng Cheng:
VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search. CoRR abs/2503.17911 (2025) - [i126]Hao Ni, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song:
CFReID: Continual Few-shot Person Re-Identification. CoRR abs/2503.18469 (2025) - [i125]Sheng Zheng, Chaoning Zhang, Dongshen Han, Fachrina Dewi Puspitasari, Xinhong Hao, Yang Yang, Heng Tao Shen:
Exploring Kernel Transformations for Implicit Neural Representations. CoRR abs/2504.04728 (2025) - [i124]Chenghao Li, Chaoning Zhang, Yi Lu, Jiaquan Zhang, Qigan Sun, Xudong Wang, Jiwei Wei, Guoqing Wang, Yang Yang, Heng Tao Shen:
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution. CoRR abs/2504.09566 (2025) - [i123]Jie Zou, Cheng Lin, Weikang Guo, Zheng Wang, Jiwei Wei, Yang Yang, Hengtao Shen:
Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts. CoRR abs/2504.13655 (2025) - [i122]Yu Hong, Xiao Cai, Pengpeng Zeng, Shuai Zhang, Jingkuan Song, Lianli Gao, Heng Tao Shen:
Towards Generalized and Training-Free Text-Guided Semantic Manipulation. CoRR abs/2504.17269 (2025) - 2024
- [j275]Lifeng Sun, Xinhang Song, Shuqiang Jiang, Lili Wang, Hengtao Shen:
Preface to the Special Issue on Multimodal Collaborative Perception and Fusion Technology. Int. J. Softw. Informatics 14(2): 119-122 (2024) - [j274]Jingjing Li
, Zhiqi Yu
, Zhekai Du
, Lei Zhu
, Heng Tao Shen
:
A Comprehensive Survey on Source-Free Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5743-5762 (2024) - [j273]Yuhui Wu
, Guoqing Wang
, Shaochong Liu, Yang Yang
, Wei Liu
, Xiongxin Tang
, Shuhang Gu
, Chongyi Li
, Heng Tao Shen
:
Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9921-9939 (2024) - [j272]Tianshi Wang
, Fengling Li
, Lei Zhu
, Jingjing Li
, Zheng Zhang
, Heng Tao Shen
:
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. Proc. IEEE 112(11): 1716-1754 (2024) - [j271]Chaofan Zheng
, Lianli Gao
, Xinyu Lyu
, Pengpeng Zeng
, Abdulmotaleb El-Saddik
, Heng Tao Shen
:
Dual-Branch Hybrid Learning Network for Unbiased Scene Graph Generation. IEEE Trans. Circuits Syst. Video Technol. 34(3): 1743-1756 (2024) - [j270]Shenshen Li
, Xing Xu
, Xun Jiang
, Fumin Shen
, Xin Liu
, Heng Tao Shen
:
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2959-2972 (2024) - [j269]Zeyu Ma, Ziqiang Zheng
, Jiwei Wei
, Yang Yang
, Heng Tao Shen
:
Instance-Dictionary Learning for Open-World Object Detection in Autonomous Driving Scenarios. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3395-3408 (2024) - [j268]Haonan Zhang
, Pengpeng Zeng
, Lianli Gao
, Xinyu Lyu
, Jingkuan Song
, Heng Tao Shen
:
SPT: Spatial Pyramid Transformer for Image Captioning. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4829-4842 (2024) - [j267]Ziqiang Zheng
, Hao Ren
, Yang Wu, Weichuan Zhang
, Hong Lu
, Yang Yang
, Heng Tao Shen
:
Fully Unsupervised Domain-Agnostic Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(6): 5077-5090 (2024) - [j266]Yin Tang, Tao Chen
, Xiruo Jiang, Yazhou Yao
, Guo-Sen Xie
, Heng Tao Shen
:
Holistic Prototype Attention Network for Few-Shot Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6699-6709 (2024) - [j265]Yahui Xu
, Jiwei Wei
, Yi Bin
, Yang Yang
, Zeyu Ma, Heng Tao Shen
:
Set of Diverse Queries With Uncertainty Regularization for Composed Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10494-10506 (2024) - [j264]Mingfeng Zha
, Feiyang Fu
, Yunqiang Pei, Guoqing Wang, Tianyu Li
, Xiongxin Tang
, Yang Yang
, Heng Tao Shen
:
Dual Domain Perception and Progressive Refinement for Mirror Detection. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11942-11953 (2024) - [j263]Haonan Zhang
, Pengpeng Zeng
, Lianli Gao
, Jingkuan Song
, Heng Tao Shen
:
Ump: Unified Modality-Aware Prompt Tuning for Text-Video Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11954-11964 (2024) - [j262]Yixuan Zhou
, Yi Qu
, Xing Xu
, Fumin Shen
, Jingkuan Song
, Heng Tao Shen
:
BatchNorm-Based Weakly Supervised Video Anomaly Detection. IEEE Trans. Circuits Syst. Video Technol. 34(12): 13642-13654 (2024) - [j261]Feiyu Chen
, Jie Shao
, Anjie Zhu, Deqiang Ouyang
, Xueliang Liu
, Heng Tao Shen
:
Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation. IEEE Trans. Cybern. 54(1): 187-198 (2024) - [j260]Yujie Li
, Xun Jiang
, Xing Xu
, Huimin Lu
, Heng Tao Shen
:
Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding. IEEE Trans. Fuzzy Syst. 32(9): 5046-5059 (2024) - [j259]Quan Rui
, Shiyuan He
, Tianyu Li
, Guoqing Wang
, Ningjuan Ruan, Lin Mei, Yang Yang
, Heng Tao Shen
:
Density-Aware Cloud Removal of Remote Sensing Imagery Using a Global-Local Fusion Transformer. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j258]Jiefu Chen
, Tong Chen, Xing Xu
, Jingran Zhang
, Yang Yang
, Heng Tao Shen
:
Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video Recognition. IEEE Trans. Inf. Forensics Secur. 19: 1547-1560 (2024) - [j257]Guobao Xiao
, Zhimin Tang
, Hanlin Guo
, Jun Yu
, Heng Tao Shen
:
FAFusion: Learning for Infrared and Visible Image Fusion via Frequency Awareness. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j256]Mengmeng Jing
, Jingjing Li
, Ke Lu
, Lei Zhu
, Heng Tao Shen
:
Visually Source-Free Domain Adaptation via Adversarial Style Matching. IEEE Trans. Image Process. 33: 1032-1044 (2024) - [j255]Zheng Wang
, Xing Xu
, Jiwei Wei
, Ning Xie
, Yang Yang
, Heng Tao Shen
:
Semantics Disentangling for Cross-Modal Retrieval. IEEE Trans. Image Process. 33: 2226-2237 (2024) - [j254]Xuanhan Wang
, Xiaojia Chen
, Lianli Gao
, Jingkuan Song
, Heng Tao Shen:
CPI-Parser: Integrating Causal Properties Into Multiple Human Parsing. IEEE Trans. Image Process. 33: 5771-5782 (2024) - [j253]Kumie Gedamu
, Yanli Ji
, Yang Yang
, Jie Shao
, Heng Tao Shen:
Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality Assessment. IEEE Trans. Image Process. 33: 6057-6070 (2024) - [j252]Lei Zhu
, Chaoqun Zheng
, Weili Guan
, Jingjing Li
, Yang Yang
, Heng Tao Shen
:
Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. IEEE Trans. Knowl. Data Eng. 36(1): 239-260 (2024) - [j251]Yang Xu
, Lei Zhu
, Jingjing Li
, Fengling Li
, Heng Tao Shen
:
Temporal Social Graph Network Hashing for Efficient Recommendation. IEEE Trans. Knowl. Data Eng. 36(7): 3541-3555 (2024) - [j250]Yan Dai
, Xiaojia Chen
, Xuanhan Wang
, Minghui Pang
, Lianli Gao
, Heng Tao Shen
:
ReSParser: Fully Convolutional Multiple Human Parsing With Representative Sets. IEEE Trans. Multim. 26: 1384-1394 (2024) - [j249]Shuaiqi Jing
, Haonan Zhang
, Pengpeng Zeng
, Lianli Gao
, Jingkuan Song
, Heng Tao Shen
:
Memory-Based Augmentation Network for Video Captioning. IEEE Trans. Multim. 26: 2367-2379 (2024) - [j248]Jinghan Ru
, Jun Tian
, Chengwei Xiao
, Jingjing Li
, Heng Tao Shen
:
Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual Alignment. IEEE Trans. Multim. 26: 2504-2514 (2024) - [j247]Congrui Li
, Ziqiang Zheng
, Yi Bin
, Guoqing Wang
, Yang Yang
, Xuesheng Li
, Heng Tao Shen
:
Pixel Bleach Network for Detecting Face Forgery Under Compression. IEEE Trans. Multim. 26: 2585-2597 (2024) - [j246]Yan Dai
, Beitao Chen
, Lianli Gao
, Jingkuan Song
, Heng Tao Shen
:
DMH-CL: Dynamic Model Hardness Based Curriculum Learning for Complex Pose Estimation. IEEE Trans. Multim. 26: 3180-3193 (2024) - [j245]Jiwei Wei
, Yang Yang
, Xiang Guan
, Xing Xu
, Guoqing Wang
, Heng Tao Shen
:
Runge-Kutta Guided Feature Augmentation for Few-Sample Learning. IEEE Trans. Multim. 26: 7349-7358 (2024) - [j244]Huafeng Liu
, Mengmeng Sheng
, Zeren Sun
, Yazhou Yao
, Xian-Sheng Hua
, Heng Tao Shen
:
Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection. IEEE Trans. Multim. 26: 7426-7437 (2024) - [j243]Shiyuan He
, Jiwei Wei
, Chaoning Zhang
, Xing Xu
, Jingkuan Song
, Yang Yang
, Heng Tao Shen
:
Boosting Adversarial Training with Hardness-Guided Attack Strategy. IEEE Trans. Multim. 26: 7748-7760 (2024) - [j242]Jian Huang
, Yanli Ji
, Zhen Qin
, Yang Yang
, Heng Tao Shen
:
Dominant SIngle-Modal SUpplementary Fusion (SIMSUF) for Multimodal Sentiment Analysis. IEEE Trans. Multim. 26: 8383-8394 (2024) - [j241]Xun Jiang
, Xing Xu
, Zailei Zhou
, Yang Yang
, Fumin Shen
, Heng Tao Shen
:
Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings. IEEE Trans. Multim. 26: 9657-9670 (2024) - [j240]Yahui Xu
, Yi Bin
, Jiwei Wei
, Yang Yang
, Guoqing Wang
, Heng Tao Shen
:
Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback. IEEE Trans. Multim. 26: 9936-9948 (2024) - [j239]Zheng Wang
, Zhenwei Gao, Mengqun Han, Yang Yang
, Heng Tao Shen
:
Estimating the Semantics via Sector Embedding for Image-Text Retrieval. IEEE Trans. Multim. 26: 10342-10353 (2024) - [j238]Jiwei Wei
, Chen Pan
, Shiyuan He
, Guoqing Wang
, Yang Yang
, Heng Tao Shen
:
Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack Strategy. IEEE Trans. Multim. 26: 10367-10380 (2024) - [j237]Dan Zhang
, Zhekai Du
, Jingjing Li
, Lei Zhu
, Heng Tao Shen
:
Domain-Adaptive Energy-Based Models for Generalizable Face Anti-Spoofing. IEEE Trans. Multim. 26: 10474-10488 (2024) - [j236]Ke Liu
, Jiwei Wei
, Jie Zou
, Peng Wang
, Yang Yang
, Heng Tao Shen
:
Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective. IEEE Trans. Multim. 26: 10623-10636 (2024) - [j235]Ran Ran
, Jiwei Wei
, Chaoning Zhang
, Guoqing Wang
, Yang Yang
, Heng Tao Shen
:
Adaptive Multi-scale Degradation-Based Attack for Boosting the Adversarial Transferability. IEEE Trans. Multim. 26: 10979-10990 (2024) - [j234]Xiruo Jiang
, Yazhou Yao
, Xili Dai
, Fumin Shen
, Liqiang Nie
, Heng Tao Shen
:
Anti-Collapse Loss for Deep Metric Learning. IEEE Trans. Multim. 26: 11139-11150 (2024) - [j233]Yalan Ye
, Tongjie Pan
, Qianhe Meng, Jingjing Li
, Heng Tao Shen
:
Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. IEEE Trans. Neural Networks Learn. Syst. 35(1): 884-898 (2024) - [j232]Xun Jiang
, Xing Xu
, Jingran Zhang
, Fumin Shen
, Zuo Cao
, Heng Tao Shen
:
SDN: Semantic Decoupling Network for Temporal Language Grounding. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6598-6612 (2024) - [j231]Zheng Wang
, Xing Xu
, Yin Zhang
, Yang Yang
, Heng Tao Shen
:
Complex Relation Embedding for Scene Graph Generation. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8321-8335 (2024) - [j230]Liang Peng
, Yujie Mo
, Jie Xu
, Jialie Shen
, Xiaoshuang Shi
, Xiaoxiao Li
, Heng Tao Shen
, Xiaofeng Zhu
:
GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8609-8622 (2024) - [j229]Yan Dai
, Xuanhan Wang
, Lianli Gao
, Jingkuan Song
, Feng Zheng
, Heng Tao Shen
:
Overcoming Data Deficiency for Multi-Person Pose Estimation. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10857-10868 (2024) - [j228]Haonan Luo
, Guosheng Lin
, Fumin Shen
, Xingguo Huang
, Yazhou Yao
, Hengtao Shen
:
Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12083-12094 (2024) - [j227]Hongzu Su
, Jingjing Li
, Zhekai Du
, Lei Zhu
, Ke Lu
, Heng Tao Shen
:
Cross-domain Recommendation via Dual Adversarial Adaptation. ACM Trans. Inf. Syst. 42(3): 83:1-83:26 (2024) - [j226]Tianshi Wang
, Fengling Li
, Lei Zhu
, Jingjing Li
, Zheng Zhang
, Heng Tao Shen
:
Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval. ACM Trans. Inf. Syst. 42(4): 111:1-111:27 (2024) - [c265]Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval. AAAI 2024: 3172-3180 - [c264]Ziyang Lu, Yunqiang Pei, Guoqing Wang, Peiwei Li, Yang Yang, Yinjie Lei, Heng Tao Shen:
ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding. AAAI 2024: 3936-3944 - [c263]Mingfeng Zha, Yunqiang Pei, Guoqing Wang, Tianyu Li
, Yang Yang, Wenbin Qian, Heng Tao Shen:
Weakly-Supervised Mirror Detection via Scribble Annotations. AAAI 2024: 6953-6961 - [c262]Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. AAAI 2024: 19162-19170 - [c261]Renming Huang, Shaochong Liu, Yunqiang Pei, Peng Wang, Guoqing Wang, Yang Yang, Heng Tao Shen:
Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance. CoRL 2024: 1744-1762 - [c260]Fei Kong, Jinhao Duan, Lichao Sun, Hao Cheng, Renjing Xu, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models. CVPR 2024: 8890-8899 - [c259]Ji Zhang, Shihan Wu, Lianli Gao, Heng Tao Shen, Jingkuan Song:
DePT: Decoupled Prompt Tuning. CVPR 2024: 12924-12933 - [c258]Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng
, Xiyao Li, Heng Tao Shen:
ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval. CVPR 2024: 17292-17301 - [c257]Bowen Tang, Zheng Wang, Yi Bin, Qi Dou, Yang Yang, Heng Tao Shen:
Ensemble Diversity Facilitates Adversarial Transferability. CVPR 2024: 24377-24386 - [c256]Zixian Gao, Xun Jiang, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen:
Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion. CVPR 2024: 26866-26875 - [c255]Renming Huang, Yunqiang Pei, Guoqing Wang, Yangming Zhang, Yang Yang, Peng Wang, Hengtao Shen:
Diffusion Models as Optimizers for Efficient Planning in Offline RL. ECCV (51) 2024: 1-17 - [c254]Zhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Xiaoshuang Shi, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu:
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. EMNLP (Findings) 2024: 6886-6898 - [c253]Zetao Zheng, Jie Shao, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou:
Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. ICDE 2024: 4685-4698 - [c252]Zetao Zheng, Jie Shao, Feiyu Chen, Anjie Zhu, Shilong Deng, Heng Tao Shen:
HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning. ICDE 2024: 4709-4721 - [c251]Fei Kong, Jinhao Duan, Ruipeng Ma, Heng Tao Shen, Xiaoshuang Shi, Xiaofeng Zhu, Kaidi Xu:
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization. ICLR 2024 - [c250]Yujie Mo, Feiping Nie, Ping Hu, Heng Tao Shen, Zheng Zhang, Xinchao Wang, Xiaofeng Zhu:
Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View. ICLR 2024 - [c249]Mengmeng Zhan, Zongqian Wu, Rongyao Hu, Ping Hu, Heng Tao Shen, Xiaofeng Zhu:
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation. IJCAI 2024: 1643-1651 - [c248]Yunqiang Pei
, Kaiyue Zhang
, Hongrong Yang
, Yong Tao
, Qihang Tang
, Jialei Tang
, Guoqing Wang
, Zhitao Liu
, Ning Xie
, Peng Wang
, Yang Yang
, Hengtao Shen
:
Improving Interaction Comfort in Authoring Task in AR-HRI through Dynamic Dual-Layer Interaction Adjustment. ACM Multimedia 2024: 88-97 - [c247]Haonan Zhang
, Pengpeng Zeng
, Lianli Gao
, Jingkuan Song
, Heng Tao Shen
:
MPT: Multi-grained Prompt Tuning for Text-Video Retrieval. ACM Multimedia 2024: 1206-1214 - [c246]Yuhui Wu
, Guoqing Wang
, Zhiwen Wang
, Yang Yang
, Tianyu Li
, Malu Zhang
, Chongyi Li
, Heng Tao Shen
:
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement. ACM Multimedia 2024: 1810-1818 - [c245]Zhiwen Wang
, Yuhui Wu
, Zheng Wang
, Jiwei Wei
, Tianyu Li
, Guoqing Wang
, Yang Yang
, Hengtao Shen
:
Cascaded Adversarial Attack: Simultaneously Fooling Rain Removal and Semantic Segmentation Networks. ACM Multimedia 2024: 2136-2145 - [c244]Yi Bin
, Junrong Liao
, Yujuan Ding
, Haoxuan Li
, Yang Yang
, See-Kiong Ng
, Heng Tao Shen
:
Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. ACM Multimedia 2024: 4630-4639 - [c243]Yunqiang Pei
, Jialei Tang
, Qihang Tang
, Mingfeng Zha
, Dongyu Xie
, Guoqing Wang
, Zhitao Liu
, Ning Xie
, Peng Wang
, Yang Yang
, Hengtao Shen
:
Emotion Recognition in HMDs: A Multi-task Approach Using Physiological Signals and Occluded Faces. ACM Multimedia 2024: 5977-5986 - [c242]Xun Jiang
, Zhuoyuan Wei
, Shenshen Li
, Xing Xu
, Jingkuan Song
, Heng Tao Shen
:
Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding. ACM Multimedia 2024: 6472-6481 - [c241]Jin Sun
, Xiaoshuang Shi
, Zhiyuan Wang
, Kaidi Xu
, Heng Tao Shen
, Xiaofeng Zhu
:
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation. ACM Multimedia 2024: 7123-7132 - [c240]Yi Bin
, Wenhao Shi
, Yujuan Ding
, Zhiqiang Hu
, Zheng Wang
, Yang Yang
, See-Kiong Ng
, Heng Tao Shen
:
GalleryGPT: Analyzing Paintings with Large Multimodal Models. ACM Multimedia 2024: 7734-7743 - [c239]Peng Yin
, Xiaosu Zhu
, Jingkuan Song
, Lianli Gao
, Heng Tao Shen
:
SI-BiViT: Binarizing Vision Transformers with Spatial Interaction. ACM Multimedia 2024: 8169-8178 - [c238]Zixian Gao
, Disen Hu
, Xun Jiang
, Huimin Lu
, Heng Tao Shen
, Xing Xu
:
Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis. ACM Multimedia 2024: 9650-9659 - [c237]Cheng Chen, Junchen Zhu, Xu Luo, Hengtao Shen, Jingkuan Song, Lianli Gao:
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models. NeurIPS 2024 - [c236]Wei Dong, Yuan Sun, Yiting Yang, Xing Zhang, Zhijun Lin, Qingsen Yan, Haokui Zhang, Peng Wang, Yang Yang, Hengtao Shen:
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation. NeurIPS 2024 - [c235]Xinyu Lyu, Beitao Chen, Lianli Gao, Hengtao Shen, Jingkuan Song:
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization. NeurIPS 2024 - [c234]Kai Wang
, Jiayang Liu
, Xing Xu
, Jingkuan Song
, Xin Liu
, Heng Tao Shen
:
Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts. SIGIR 2024: 197-207 - [c233]Yunqiang Pei, Bowen Jiang, Kaiyue Zhang, Ziyang Lu, Mingfeng Zha, Guoqing Wang, Zhitao Liu, Ning Xie, Yang Yang, Hengtao Shen:
Toward Optimized AR-Based Human-Robot Interaction Ergonomics: Modeling and Predicting Interaction Comfort. VR Workshops 2024: 797-798 - [i121]Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen:
Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection. CoRR abs/2402.11242 (2024) - [i120]Cheng Chen, Junchen Zhu, Xu Luo, Hengtao Shen, Lianli Gao, Jingkuan Song:
CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model. CoRR abs/2403.08350 (2024) - [i119]Meixuan Li, Tianyu Li, Guoqing Wang, Peng Wang, Yang Yang, Heng Tao Shen:
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning. CoRR abs/2403.10252 (2024) - [i118]Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization. CoRR abs/2405.15356 (2024) - [i117]Zhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. CoRR abs/2407.00499 (2024) - [i116]Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Xian-Sheng Hua, Heng Tao Shen:
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric. CoRR abs/2407.03106 (2024) - [i115]Renming Huang, Yunqiang Pei, Guoqing Wang, Yangming Zhang, Yang Yang, Peng Wang, Hengtao Shen:
Diffusion Models as Optimizers for Efficient Planning in Offline RL. CoRR abs/2407.16142 (2024) - [i114]Yi Bin, Junrong Liao, Yujuan Ding, Haoxuan Li, Yang Yang, See-Kiong Ng, Heng Tao Shen:
Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. CoRR abs/2408.00305 (2024) - [i113]Yi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen:
GalleryGPT: Analyzing Paintings with Large Multimodal Models. CoRR abs/2408.00491 (2024) - [i112]Yujia Wu, Yiming Shi, Jiwei Wei, Chengwei Sun, Yuyang Zhou, Yang Yang, Heng Tao Shen:
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion. CoRR abs/2408.06740 (2024) - [i111]Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen:
VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. CoRR abs/2409.00942 (2024) - [i110]Renming Huang, Shaochong Liu, Yunqiang Pei, Peng Wang, Guoqing Wang, Yang Yang, Hengtao Shen:
Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance. CoRR abs/2409.03996 (2024) - [i109]Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li:
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR abs/2409.05840 (2024) - [i108]Xiaorui Sun, Jun Liu, Heng Tao Shen, Xiaofeng Zhu, Ping Hu:
On Efficient Variants of Segment Anything Model: A Survey. CoRR abs/2410.04960 (2024) - [i107]Xiao Cai, Pengpeng Zeng, Lianli Gao, Junchen Zhu, Jiaxin Zhang, Sitong Su, Heng Tao Shen, Jingkuan Song:
SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors. CoRR abs/2410.07658 (2024) - [i106]Wei Dong, Yuan Sun, Yiting Yang, Xing Zhang, Zhijun Lin, Qingsen Yan, Haokui Zhang, Peng Wang, Yang Yang, Hengtao Shen:
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation. CoRR abs/2410.22952 (2024) - [i105]Sitong Su, Xiao Cai, Lianli Gao, Pengpeng Zeng, Qinhong Du, Mengqi Li, Heng Tao Shen, Jingkuan Song:
GT23D-Bench: A Comprehensive General Text-to-3D Generation Benchmark. CoRR abs/2412.09997 (2024) - [i104]Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen:
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves. CoRR abs/2412.11509 (2024) - 2023
- [j225]Xuemeng Song, Liqiang Nie, Hengtao Shen, Qi Tian, Hua Huang:
Preface to the Special Issue on Multimodal Learning Integrated with Pre-training Techniques. Int. J. Softw. Informatics 13(2): 139-142 (2023) - [j224]Xing Xu
, Jialiang Sun, Zuo Cao, Yin Zhang, Xiaofeng Zhu, Heng Tao Shen:
TFUN: Trilinear Fusion Network for Ternary Image-Text Retrieval. Inf. Fusion 91: 327-337 (2023) - [j223]Jie Xu
, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
:
UNTIE: Clustering analysis with disentanglement in multi-view information fusion. Inf. Fusion 100: 101937 (2023) - [j222]Junchen Zhu
, Lianli Gao
, Jingkuan Song
, Yuan-Fang Li
, Feng Zheng
, Xuelong Li
, Heng Tao Shen
:
Label-Guided Generative Adversarial Network for Realistic Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3311-3328 (2023) - [j221]Xinyu Lyu
, Lianli Gao
, Pengpeng Zeng
, Heng Tao Shen
, Jingkuan Song
:
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13921-13940 (2023) - [j220]Kumie Gedamu
, Yanli Ji, Lingling Gao, Yang Yang, Heng Tao Shen:
Relation-mining self-attention network for skeleton-based human action recognition. Pattern Recognit. 139: 109455 (2023) - [j219]Lei Zhao
, Junlin Li, Lianli Gao
, Yunbo Rao
, Jingkuan Song
, Heng Tao Shen
:
Heterogeneous Knowledge Network for Visual Dialog. IEEE Trans. Circuits Syst. Video Technol. 33(2): 861-871 (2023) - [j218]Ziyang Wang, Yunhao Gou, Jingjing Li
, Lei Zhu
, Heng Tao Shen
:
Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1019-1030 (2023) - [j217]Zhiqi Yu
, Jingjing Li
, Lei Zhu
, Ke Lu
, Heng Tao Shen
:
Uneven Bi-Classifier Learning for Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3398-3408 (2023) - [j216]Hongzu Su
, Jingjing Li
, Ke Lu
, Lei Zhu
, Heng Tao Shen
:
Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(8): 3774-3785 (2023) - [j215]Zhiqi Yu
, Jingjing Li
, Lei Zhu
, Ke Lu
, Heng Tao Shen
:
Classification Certainty Maximization for Unsupervised Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 33(8): 4232-4243 (2023) - [j214]Jiwei Wei
, Yang Yang
, Xing Xu
, Jingkuan Song
, Guoqing Wang
, Heng Tao Shen
:
Less is Better: Exponential Loss for Cross-Modal Matching. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5271-5280 (2023) - [j213]Zheng Wang
, Zhenwei Gao, Guoqing Wang
, Yang Yang
, Heng Tao Shen
:
Visual Embedding Augmentation in Fourier Domain for Deep Metric Learning. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5538-5548 (2023) - [j212]Xuanhan Wang
, Jingkuan Song
, Xiaojia Chen
, Lechao Cheng
, Lianli Gao
, Heng Tao Shen
:
KE-RCNN: Unifying Knowledge-Based Reasoning Into Part-Level Attribute Parsing. IEEE Trans. Cybern. 53(11): 7263-7274 (2023) - [j211]Kangkai Wu
, Jingjing Li
, Lichao Meng
, Fengling Li
, Heng Tao Shen
:
Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j210]Jie Xu
, Chao Li, Liang Peng
, Yazhou Ren
, Xiaoshuang Shi
, Heng Tao Shen
, Xiaofeng Zhu
:
Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering. IEEE Trans. Image Process. 32: 1354-1366 (2023) - [j209]Gensheng Pei
, Yazhou Yao
, Fumin Shen
, Dan Huang, Xingguo Huang
, Heng Tao Shen
:
Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. 32: 2348-2359 (2023) - [j208]Xiaosu Zhu
, Jingkuan Song
, Lianli Gao
, Xiaoyan Gu
, Heng Tao Shen
:
Revisiting Multi-Codebook Quantization. IEEE Trans. Image Process. 32: 2399-2412 (2023) - [j207]Wenxue Shen
, Jingkuan Song
, Xiaosu Zhu
, Gongfu Li, Heng Tao Shen
:
End-to-End Pre-Training With Hierarchical Matching and Momentum Contrast for Text-Video Retrieval. IEEE Trans. Image Process. 32: 5017-5030 (2023) - [j206]Gensheng Pei
, Fumin Shen
, Yazhou Yao
, Tao Chen
, Xian-Sheng Hua
, Heng Tao Shen
:
Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. 32: 5909-5920 (2023) - [j205]Ji Zhang
, Lianli Gao, Bingguang Hao, Hao Huang, Jingkuan Song
, Hengtao Shen
:
From Global to Local: Multi-Scale Out-of-Distribution Detection. IEEE Trans. Image Process. 32: 6115-6128 (2023) - [j204]Kumie Gedamu, Yanli Ji, Yang Yang, Jie Shao, Heng Tao Shen:
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment. IEEE Trans. Image Process. 32: 6386-6400 (2023) - [j203]Jingkuan Song
, Zhibin Zhang
, Xiaosu Zhu
, Qike Zhao
, Meng Wang
, Heng Tao Shen
:
Spherical Centralized Quantization for Fast Image Retrieval. IEEE Trans. Image Process. 32: 6485-6499 (2023) - [j202]Yanli Ji
, Yuhan Hu, Yang Yang
, Heng Tao Shen
:
Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition. IEEE Trans. Knowl. Data Eng. 35(4): 4190-4201 (2023) - [j201]Shiyuan He, Weiyang Wang, Zheng Wang
, Xing Xu
, Yang Yang
, Xiaoming Wang
, Heng Tao Shen
:
Category Alignment Adversarial Learning for Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. 35(5): 4527-4538 (2023) - [j200]Zheng Zhang
, Haoyang Luo, Lei Zhu
, Guangming Lu
, Heng Tao Shen
:
Modality-Invariant Asymmetric Networks for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. 35(5): 5091-5104 (2023) - [j199]Lei Zhu
, Xize Wu
, Jingjing Li
, Zheng Zhang
, Weili Guan
, Heng Tao Shen
:
Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. 35(9): 8838-8851 (2023) - [j198]Xuanhan Wang
, Yuyu Guo
, Jingkuan Song
, Lianli Gao
, Heng Tao Shen
:
AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences. IEEE Trans. Multim. 25: 979-992 (2023) - [j197]Junzhu Mao
, Yazhou Yao
, Zeren Sun
, Xingguo Huang
, Fumin Shen
, Heng Tao Shen
:
Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device. IEEE Trans. Multim. 25: 1592-1599 (2023) - [j196]Yalan Ye
, Tongjie Pan
, Tonghoujun Luo
, Jingjing Li
, Heng Tao Shen
:
Learning MLatent Representations for Generalized Zero-Shot Learning. IEEE Trans. Multim. 25: 2252-2265 (2023) - [j195]Ziqiang Zheng, Yi Bin
, Xiaoou Lv, Yang Wu, Yang Yang
, Heng Tao Shen
:
Asynchronous Generative Adversarial Network for Asymmetric Unpaired Image-to-Image Translation. IEEE Trans. Multim. 25: 2474-2487 (2023) - [j194]Mengmeng Jing
, Lichao Meng
, Jingjing Li
, Lei Zhu
, Heng Tao Shen
:
Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation. IEEE Trans. Multim. 25: 2559-2572 (2023) - [j193]Yanli Ji
, Shuo Ma, Xing Xu
, Xuelong Li
, Heng Tao Shen
:
Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation. IEEE Trans. Multim. 25: 5864-5876 (2023) - [j192]Yahui Xu
, Yi Bin
, Jiwei Wei
, Yang Yang
, Guoqing Wang
, Heng Tao Shen
:
Multi-Modal Transformer With Global-Local Alignment for Composed Query Image Retrieval. IEEE Trans. Multim. 25: 8346-8357 (2023) - [j191]Zheng Wang
, Xing Xu
, Guoqing Wang
, Yang Yang
, Heng Tao Shen
:
Quaternion Relation Embedding for Scene Graph Generation. IEEE Trans. Multim. 25: 8646-8656 (2023) - [j190]Xiang Guan
, Yang Yang
, Jingjing Li
, Xiaofeng Zhu
, Jingkuan Song
, Heng Tao Shen
:
On the Imaginary Wings: Text-Assisted Complex-Valued Fusion Network for Fine-Grained Visual Classification. IEEE Trans. Neural Networks Learn. Syst. 34(8): 5112-5121 (2023) - [j189]Jieyan Liu, Mengmeng Jing
, Jingjing Li
, Ke Lu
, Heng Tao Shen
:
Open Set Domain Adaptation via Joint Alignment and Category Separation. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6186-6199 (2023) - [j188]Ziqiang Zheng, Yuanmeng Hu
, Yi Bin
, Xing Xu
, Yang Yang
, Heng Tao Shen
:
Composition-Aware Image Steganography Through Adversarial Self-Generated Supervision. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9451-9465 (2023) - [j187]Xinyue Zhang
, Jingjing Li
, Hongzu Su
, Lei Zhu
, Heng Tao Shen
:
Multi-level Attention-based Domain Disentanglement for BCDR. ACM Trans. Inf. Syst. 41(4): 97:1-97:24 (2023) - [j186]Xin Man
, Jie Shao
, Feiyu Chen
, Mingxing Zhang
, Heng Tao Shen
:
TEVL: Trilinear Encoder for Video-language Representation Learning. ACM Trans. Multim. Comput. Commun. Appl. 19(5s): 168:1-168:20 (2023) - [c232]Yujie Mo, Zongqian Wu, Yuhuan Chen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Multiplex Graph Representation Learning via Common and Private Information Mining. AAAI 2023: 9217-9225 - [c231]Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li
, Heng Tao Shen:
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. CVPR 2023: 1662-1671 - [c230]Zheng Wang, Zhenwei Gao, Kangshuai Guo, Yang Yang, Xiaoming Wang, Heng Tao Shen:
Multilateral Semantic Relations Modeling for Image Text Retrieval. CVPR 2023: 2830-2839 - [c229]Feiyu Chen, Jie Shao, Shuyuan Zhu, Heng Tao Shen:
Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation. CVPR 2023: 10761-10770 - [c228]Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen:
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. EMNLP 2023: 3290-3301 - [c227]Hao Ni, Yuke Li, Lianli Gao, Heng Tao Shen, Jingkuan Song:
Part-Aware Transformer for Generalizable Person Re-identification. ICCV 2023: 11246-11255 - [c226]Yixuan Zhou, Yi Qu, Xing Xu, Hengtao Shen:
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition. ICCV 2023: 11311-11321 - [c225]Ji Zhang, Lianli Gao, Xu Luo, Hengtao Shen, Jingkuan Song:
DETA: Denoised Task Adaptation for Few-Shot Learning. ICCV 2023: 11507-11517 - [c224]Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen:
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. ICCV 2023: 19428-19437 - [c223]Zetao Zheng, Jie Shao, Jia Zhu
, Heng Tao Shen:
Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction. ICDE 2023: 123-136 - [c222]Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Disentangled Multiplex Graph Representation Learning. ICML 2023: 24983-25005 - [c221]Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen:
A Universal Unbiased Method for Classification from Aggregate Observations. ICML 2023: 36804-36820 - [c220]Xuan Chen, Weiheng Fu, Tian Li, Xiaoshuang Shi, Hengtao Shen, Xiaofeng Zhu:
Co-assistant Networks for Label Correction. MICCAI (3) 2023: 159-168 - [c219]Sophyani Banaamwini Yussif
, Ning Xie
, Yang Yang
, Heng Tao Shen
:
Self-Relational Graph Convolution Network for Skeleton-Based Action Recognition. ACM Multimedia 2023: 27-36 - [c218]Jian Huang
, Yanli Ji
, Yang Yang
, Heng Tao Shen
:
Cross-modality Representation Interactive Learning for Multimodal Sentiment Analysis. ACM Multimedia 2023: 426-434 - [c217]Haoxuan Li
, Yi Bin
, Junrong Liao
, Yang Yang
, Heng Tao Shen
:
Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. ACM Multimedia 2023: 924-934 - [c216]Zhiguo Chen
, Xun Jiang
, Xing Xu
, Zuo Cao
, Yijun Mo
, Heng Tao Shen
:
Joint Searching and Grounding: Multi-Granularity Video Content Retrieval. ACM Multimedia 2023: 975-983 - [c215]Xun Jiang
, Zailei Zhou
, Xing Xu
, Yang Yang
, Guoqing Wang
, Heng Tao Shen
:
Faster Video Moment Retrieval with Point-Level Supervision. ACM Multimedia 2023: 1334-1342 - [c214]Chen Cheng
, Jingkuan Song
, Xiaosu Zhu
, Junchen Zhu
, Lianli Gao
, Hengtao Shen
:
CUCL: Codebook for Unsupervised Continual Learning. ACM Multimedia 2023: 1729-1737 - [c213]Yi Bin
, Haoxuan Li
, Yahui Xu
, Xing Xu
, Yang Yang
, Heng Tao Shen
:
Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. ACM Multimedia 2023: 3041-3050 - [c212]Haonan Zhang
, Lianli Gao
, Pengpeng Zeng
, Alan Hanjalic
, Heng Tao Shen
:
Depth-Aware Sparse Transformer for Video-Language Learning. ACM Multimedia 2023: 4778-4787 - [c211]Shenshen Li
, Xing Xu
, Yang Yang
, Fumin Shen
, Yijun Mo
, Yujie Li
, Heng Tao Shen
:
DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval. ACM Multimedia 2023: 6292-6300 - [c210]Wenshuo Zhao
, Jingkuan Song
, Shengming Yuan
, Lianli Gao
, Yang Yang
, Hengtao Shen
:
Precise Target-Oriented Attack against Deep Hashing-based Retrieval. ACM Multimedia 2023: 6379-6389 - [c209]Yuke Li
, Jingkuan Song
, Hao Ni
, Heng Tao Shen
:
Style-Controllable Generalized Person Re-identification. ACM Multimedia 2023: 7912-7921 - [c208]Zeyu Ma
, Ziqiang Zheng
, Jiwei Wei
, Xiaoyong Wei
, Yang Yang
, Heng Tao Shen
:
Open-Scenario Domain Adaptive Object Detection in Autonomous Driving. ACM Multimedia 2023: 8453-8462 - [c207]Hao Li, Jingkuan Song, Lianli Gao, Xiaosu Zhu, Hengtao Shen:
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval. NeurIPS 2023 - [c206]Jie Xu, Shuo Chen, Yazhou Ren, Xiaoshuang Shi, Hengtao Shen, Gang Niu, Xiaofeng Zhu:
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration. NeurIPS 2023 - [c205]Jiabang He
, Yi Hu
, Lei Wang
, Xing Xu
, Ning Liu
, Hui Liu
, Heng Tao Shen
:
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. SIGIR 2023: 569-579 - [c204]Yunqiang Pei, Renming Huang, Guoqing Wang, Yang Yang, Ning Xie, Heng Tao Shen:
Multimodal Apology: Using WebXR to Repair Trust with Virtual Companion. VR Workshops 2023: 727-728 - [i103]Zhiqi Yu, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen:
A Comprehensive Survey on Source-free Domain Adaptation. CoRR abs/2302.11803 (2023) - [i102]Jinghan Ru, Jun Tian, Zhekai Du, Chengwei Xiao, Jingjing Li, Heng Tao Shen:
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment. CoRR abs/2303.04393 (2023) - [i101]Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen:
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. CoRR abs/2303.05063 (2023) - [i100]Ji Zhang, Lianli Gao, Xu Luo, Hengtao Shen, Jingkuan Song:
DETA: Denoised Task Adaptation for Few-Shot Learning. CoRR abs/2303.06315 (2023) - [i99]Chaoning Zhang
, Chenshuang Zhang, Sheng Zheng, Yu Qiao
, Chenghao Li, Mengchun Zhang, Sumit Kumar Dam, Chu Myaet Thwal, Ye Lin Tun
, Le Luang Huy, Dong Uk Kim, Sung-Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong:
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? CoRR abs/2303.11717 (2023) - [i98]Ziyang Lu, Yunqiang Pei, Guoqing Wang, Yang Yang, Zheng Wang, Heng Tao Shen:
ScanERU: Interactive 3D Visual Grounding based on Embodied Reference Understanding. CoRR abs/2303.13186 (2023) - [i97]Jie Xu, Gang Niu, Xiaolong Wang, Yazhou Ren, Lei Feng, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios. CoRR abs/2303.17245 (2023) - [i96]Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen:
Attention Map Guided Transformer Pruning for Edge Device. CoRR abs/2304.01452 (2023) - [i95]Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen:
Co-attention Propagation Network for Zero-Shot Video Object Segmentation. CoRR abs/2304.03910 (2023) - [i94]Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li
, Heng Tao Shen:
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. CoRR abs/2304.07039 (2023) - [i93]Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. CoRR abs/2305.03453 (2023) - [i92]Zhitao Liu, Zengyu Liu
, Jiwei Wei, Guan Wang, Zhenjiang Du, Ning Xie, Heng Tao Shen:
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal. CoRR abs/2305.04239 (2023) - [i91]Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, Heng Tao Shen:
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. CoRR abs/2305.04556 (2023) - [i90]Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Tao Shen:
Faster Video Moment Retrieval with Point-Level Supervision. CoRR abs/2305.14017 (2023) - [i89]Jin Sun, Xiaoshuang Shi, Zhiyuan Weng, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu:
Using Caterpillar to Nibble Small-Scale Images. CoRR abs/2305.17644 (2023) - [i88]Fei Kong, Jinhao Duan, Ruipeng Ma, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization. CoRR abs/2305.18355 (2023) - [i87]Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Fumin Shen, Heng Tao Shen:
AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data. CoRR abs/2305.18798 (2023) - [i86]Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen:
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. CoRR abs/2306.02623 (2023) - [i85]Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen:
A Universal Unbiased Method for Classification from Aggregate Observations. CoRR abs/2306.11343 (2023) - [i84]Yin Tang, Tao Chen, Xiruo Jiang
, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen:
Holistic Prototype Attention Network for Few-Shot VOS. CoRR abs/2307.07933 (2023) - [i83]Lu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen:
Feature Noise Boosts DNN Generalization under Label Noise. CoRR abs/2308.01609 (2023) - [i82]Hao Ni, Yuke Li, Heng Tao Shen, Jingkuan Song:
Part-Aware Transformer for Generalizable Person Re-identification. CoRR abs/2308.03322 (2023) - [i81]Yi Bin, Haoxuan Li, Yahui Xu, Xing Xu, Yang Yang, Heng Tao Shen:
Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. CoRR abs/2308.04343 (2023) - [i80]Haoxuan Li, Yi Bin, Junrong Liao, Yang Yang, Heng Tao Shen:
Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. CoRR abs/2308.04380 (2023) - [i79]Yixuan Zhou, Yi Qu, Xing Xu, Hengtao Shen:
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition. CoRR abs/2308.07815 (2023) - [i78]Ji Zhang, Lianli Gao, Bingguang Hao, Hao Huang, Jingkuan Song, Hengtao Shen:
From Global to Local: Multi-scale Out-of-distribution Detection. CoRR abs/2308.10239 (2023) - [i77]Xiaojia Chen, Xuanhan Wang, Lianli Gao, Beitao Chen, Jingkuan Song, Heng Tao Shen:
CIParsing: Unifying Causality Properties into Multiple Human Parsing. CoRR abs/2308.12218 (2023) - [i76]Lei Zhu, Tianshi Wang, Fengling Li, Jingjing Li, Zheng Zhang, Heng Tao Shen:
Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. CoRR abs/2308.14263 (2023) - [i75]Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen:
MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection. CoRR abs/2308.15300 (2023) - [i74]Ji Zhang, Shihan Wu, Lianli Gao, Hengtao Shen, Jingkuan Song:
DePT: Decoupled Prompt Tuning. CoRR abs/2309.07439 (2023) - [i73]Hao Li, Jingkuan Song, Lianli Gao, Xiaosu Zhu, Heng Tao Shen:
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval. CoRR abs/2309.17093 (2023) - [i72]Fei Kong, Jinhao Duan, Lichao Sun, Hao Cheng, Renjing Xu, Hengtao Shen, Xiaofeng Zhu, Xiaoshuang Shi, Kaidi Xu:
ACT: Adversarial Consistency Models. CoRR abs/2311.14097 (2023) - [i71]Heng Tao Shen, Cheng Chen, Peng Wang, Lianli Gao, Meng Wang, Jingkuan Song:
Continual Referring Expression Comprehension via Dual Modular Memorization. CoRR abs/2311.14909 (2023) - [i70]Chen Cheng, Jingkuan Song, Xiaosu Zhu, Junchen Zhu, Lianli Gao, Hengtao Shen:
CUCL: Codebook for Unsupervised Continual Learning. CoRR abs/2311.14911 (2023) - [i69]Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Hengtao Shen:
BatchNorm-based Weakly Supervised Video Anomaly Detection. CoRR abs/2311.15367 (2023) - [i68]Sitong Su, Litao Guo, Lianli Gao, Hengtao Shen, Jingkuan Song:
MotionZero: Exploiting Motion Priors for Zero-shot Text-to-Video Generation. CoRR abs/2311.16635 (2023) - [i67]Cheng Chen, Jingkuan Song, Lianli Gao, Heng Tao Shen:
Towards Redundancy-Free Sub-networks in Continual Learning. CoRR abs/2312.00840 (2023) - [i66]Sitong Su, Litao Guo, Lianli Gao, Heng Tao Shen, Jingkuan Song:
Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control. CoRR abs/2312.07549 (2023) - [i65]Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen:
Hierarchical Graph Pattern Understanding for Zero-Shot VOS. CoRR abs/2312.09525 (2023) - [i64]Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng
, Xiyao Li, Heng Tao Shen:
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval. CoRR abs/2312.12478 (2023) - [i63]Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Peng Wang, Chongyi Li
, Heng Tao Shen:
ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement. CoRR abs/2312.12826 (2023) - 2022
- [j185]Yifan Wang
, Xing Xu
, Wei Yu, Ruicong Xu, Zuo Cao
, Heng Tao Shen
:
Comprehensive Framework of Early and Late Fusion for Image-Sentence Retrieval. IEEE Multim. 29(3): 38-47 (2022) - [j184]Jiwei Wei, Haotian Sun, Yang Yang, Xing Xu, Jingjing Li, Heng Tao Shen:
Semantic guided knowledge graph for large-scale zero-shot learning. J. Vis. Commun. Image Represent. 88: 103629 (2022) - [j183]Liang Peng
, Yang Yang
, Zheng Wang
, Zi Huang
, Heng Tao Shen
:
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 318-329 (2022) - [j182]Xing Xu
, Kaiyi Lin
, Yang Yang
, Alan Hanjalic
, Heng Tao Shen
:
Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3030-3047 (2022) - [j181]Jiwei Wei
, Yang Yang
, Xing Xu
, Xiaofeng Zhu
, Heng Tao Shen
:
Universal Weighting Metric Learning for Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6534-6545 (2022) - [j180]Jingjing Li
, Zhekai Du
, Lei Zhu
, Zhengming Ding, Ke Lu
, Heng Tao Shen
:
Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8196-8211 (2022) - [j179]Jipeng Zhang, Jie Shao
, Rui Cao
, Lianli Gao
, Xing Xu
, Heng Tao Shen
:
Action-Centric Relation Transformer Network for Video Question Answering. IEEE Trans. Circuits Syst. Video Technol. 32(1): 63-74 (2022) - [j178]Yixuan He, Xing Xu
, Jingran Zhang
, Fumin Shen
, Yang Yang
, Heng Tao Shen
:
Modeling Two-Stream Correspondence for Visual Sound Separation. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3291-3302 (2022) - [j177]Xiaoyang Tian, Jie Shao
, Deqiang Ouyang
, Heng Tao Shen
:
UAV-Satellite View Synthesis for Cross-View Geo-Localization. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4804-4815 (2022) - [j176]Ji Zhang
, Jingkuan Song
, Lianli Gao
, Ye Liu, Heng Tao Shen
:
Progressive Meta-Learning With Curriculum. IEEE Trans. Circuits Syst. Video Technol. 32(9): 5916-5930 (2022) - [j175]Yifeng Zhou, Xing Xu
, Fumin Shen
, Xiaofeng Zhu, Heng Tao Shen
:
Flow-Edge Guided Unsupervised Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8116-8127 (2022) - [j174]Xing Xu
, Kaiyi Lin
, Lianli Gao
, Huimin Lu
, Heng Tao Shen
, Xuelong Li
:
Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation. IEEE Trans. Cybern. 52(5): 3261-3275 (2022) - [j173]Yuyu Guo
, Lianli Gao
, Jingkuan Song
, Peng Wang
, Nicu Sebe
, Heng Tao Shen
, Xuelong Li
:
Relation Regularized Scene Graph Generation. IEEE Trans. Cybern. 52(7): 5961-5972 (2022) - [j172]Jingjing Li
, Mengmeng Jing
, Ke Lu
, Lei Zhu
, Heng Tao Shen
:
Investigating the Bilateral Connections in Generative Zero-Shot Learning. IEEE Trans. Cybern. 52(8): 8167-8178 (2022) - [j171]Xinyao Li
, Jingjing Li
, Lin Zuo
, Lei Zhu
, Heng Tao Shen
:
Domain Adaptive Remaining Useful Life Prediction With Transformer. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j170]Kangkai Wu
, Jingjing Li
, Lin Zuo
, Ke Lu
, Heng Tao Shen
:
Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j169]Lianli Gao
, Yu Lei
, Pengpeng Zeng
, Jingkuan Song
, Meng Wang
, Heng Tao Shen
:
Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering. IEEE Trans. Image Process. 31: 202-215 (2022) - [j168]Pengpeng Zeng
, Haonan Zhang
, Lianli Gao
, Jingkuan Song
, Heng Tao Shen
:
Video Question Answering With Prior Knowledge and Object-Sensitive Learning. IEEE Trans. Image Process. 31: 5936-5948 (2022) - [j167]Heng Tao Shen
, Cheng Chen
, Peng Wang
, Lianli Gao
, Meng Wang
, Jingkuan Song
:
Continual Referring Expression Comprehension via Dual Modular Memorization. IEEE Trans. Image Process. 31: 6694-6706 (2022) - [j166]Liang Peng
, Yang Yang
, Xiaopeng Zhang
, Yanli Ji
, Huimin Lu
, Heng Tao Shen
:
Answer Again: Improving VQA With Cascaded-Answering Model. IEEE Trans. Knowl. Data Eng. 34(4): 1644-1655 (2022) - [j165]Jingjing Li
, Mengmeng Jing
, Hongzu Su, Ke Lu
, Lei Zhu
, Heng Tao Shen
:
Faster Domain Adaptation Networks. IEEE Trans. Knowl. Data Eng. 34(12): 5770-5783 (2022) - [j164]Ziqiang Zheng, Zhibin Yu
, Haiyong Zheng
, Yang Yang
, Heng Tao Shen
:
One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework. IEEE Trans. Multim. 24: 480-491 (2022) - [j163]Jingkuan Song
, Jingqiu Zhang, Lianli Gao
, Zhou Zhao
, Heng Tao Shen
:
AgeGAN++: Face Aging and Rejuvenation With Dual Conditional GANs. IEEE Trans. Multim. 24: 791-804 (2022) - [j162]Gongmian Wang
, Xing Xu
, Fumin Shen
, Huimin Lu
, Yanli Ji
, Heng Tao Shen
:
Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query. IEEE Trans. Multim. 24: 1221-1232 (2022) - [j161]Yalan Ye
, Yukun He, Tongjie Pan
, Jingjing Li
, Heng Tao Shen
:
Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning. IEEE Trans. Multim. 24: 1325-1337 (2022) - [j160]Lianli Gao
, Zijie Huang
, Jingkuan Song
, Yang Yang
, Heng Tao Shen
:
Push & Pull: Transferable Adversarial Examples With Attentive Attack. IEEE Trans. Multim. 24: 2329-2338 (2022) - [j159]Lingling Gao
, Yanli Ji
, Kumie Gedamu
, Xiaofeng Zhu
, Xing Xu
, Heng Tao Shen
:
View-Invariant Human Action Recognition Via View Transformation Network (VTN). IEEE Trans. Multim. 24: 4493-4503 (2022) - [j158]Xiang Guan
, Yang Yang
, Jingjing Li
, Xing Xu
, Heng Tao Shen
:
Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1507-1519 (2022) - [j157]Zhijun Mai
, Guosheng Hu
, Dexiong Chen, Fumin Shen
, Heng Tao Shen
:
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. IEEE Trans. Neural Networks Learn. Syst. 33(7): 3050-3064 (2022) - [j156]Ao Ma
, Jingjing Li
, Ke Lu
, Lei Zhu
, Heng Tao Shen
:
Adversarial Entropy Optimization for Unsupervised Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6263-6274 (2022) - [c203]Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval. AAAI 2022: 2370-2378 - [c202]Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen:
Semi-supervised Video Paragraph Grounding with Contrastive Encoder. CVPR 2022: 2456-2465 - [c201]Hao Ni, Jingkuan Song, Xiaopeng Luo, Feng Zheng, Wen Li, Heng Tao Shen:
Meta Distribution Alignment for Generalizable Person Re-Identification. CVPR 2022: 2477-2486 - [c200]Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen:
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CVPR 2022: 17591-17600 - [c199]Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song:
Fine-Grained Predicates Learning for Scene Graph Generation. CVPR 2022: 19445-19453 - [c198]Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
Support-Set Based Multi-Modal Representation Enhancement for Video Captioning. ICME 2022: 1-6 - [c197]Siyuan Li, Xing Xu, Zailei Zhou, Yang Yang, Guoqing Wang, Heng Tao Shen:
ARRA: Absolute-Relative Ranking Attack against Image Retrieval. ACM Multimedia 2022: 610-618 - [c196]Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen:
DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing. ACM Multimedia 2022: 719-727 - [c195]Zeyu Ma, Yang Yang, Guoqing Wang, Xing Xu, Heng Tao Shen, Mingxing Zhang:
Rethinking Open-World Object Detection in Autonomous Driving Scenarios. ACM Multimedia 2022: 1279-1288 - [c194]Yalan Ye
, Ziqi Liu, Yangwuyong Zhang, Jingjing Li, Hengtao Shen:
Alleviating Style Sensitivity then Adapting: Source-free Domain Adaptation for Medical Image Segmentation. ACM Multimedia 2022: 1935-1944 - [c193]Ji Zhang, Jingkuan Song, Lianli Gao, Hengtao Shen:
Free-Lunch for Cross-Domain Few-Shot Learning: Style-Aware Episodic Training with Robust Contrastive Learning. ACM Multimedia 2022: 2586-2594 - [c192]Yi Bin, Wenhao Shi, Jipeng Zhang, Yujuan Ding, Yang Yang, Heng Tao Shen:
Non-Autoregressive Cross-Modal Coherence Modelling. ACM Multimedia 2022: 3253-3261 - [c191]Zheng Wang, Zhenwei Gao, Xing Xu, Yadan Luo
, Yang Yang, Heng Tao Shen:
Point to Rectangle Matching for Image Text Retrieval. ACM Multimedia 2022: 4977-4986 - [c190]Lingling Gao, Yanli Ji, Yang Yang, Heng Tao Shen:
Global-Local Cross-View Fisher Discrimination for View-Invariant Action Recognition. ACM Multimedia 2022: 5255-5264 - [c189]Xiaosu Zhu, Jingkuan Song, Yu Lei, Lianli Gao, Hengtao Shen:
A Lower Bound of Hash Codes' Performance. NeurIPS 2022 - [c188]Jialin Tian, Xing Xu, Kai Wang, Zuo Cao, Xunliang Cai, Heng Tao Shen:
Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval. SIGIR 2022: 278-289 - [c187]Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fumin Shen, Heng Tao Shen:
Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval. SIGIR 2022: 960-969 - [i62]Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen:
One-shot Scene Graph Generation. CoRR abs/2202.10824 (2022) - [i61]Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. CoRR abs/2202.10826 (2022) - [i60]Qilong Zhang, Chaoning Zhang
, Chaoqun Li, Jingkuan Song, Lianli Gao, Heng Tao Shen:
Practical No-box Adversarial Attacks with Training-free Hybrid Image Transformation. CoRR abs/2203.04607 (2022) - [i59]Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen:
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CoRR abs/2203.10897 (2022) - [i58]Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song:
Fine-Grained Predicates Learning for Scene Graph Generation. CoRR abs/2204.02597 (2022) - [i57]Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
Support-set based Multi-modal Representation Enhancement for Video Captioning. CoRR abs/2205.09307 (2022) - [i56]Yifeng Zhou, Xing Xu, Shuaicheng Liu, Guoqing Wang, Huimin Lu, Heng Tao Shen:
Thunder: Thumbnail based Fast Lightweight Image Denoising Network. CoRR abs/2205.11823 (2022) - [i55]Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen:
Structured Two-stream Attention Network for Video Question Answering. CoRR abs/2206.01017 (2022) - [i54]Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. CoRR abs/2206.01923 (2022) - [i53]Xuanhan Wang, Jingkuan Song, Xiaojia Chen, Lechao Cheng
, Lianli Gao, Heng Tao Shen:
KE-RCNN: Unifying Knowledge based Reasoning into Part-level Attribute Parsing. CoRR abs/2206.10146 (2022) - [i52]Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song:
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. CoRR abs/2207.04602 (2022) - [i51]Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El-Saddik, Heng Tao Shen:
Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation. CoRR abs/2207.07913 (2022) - [i50]Xiaosu Zhu, Jingkuan Song, Yu Lei, Lianli Gao, Heng Tao Shen:
A Lower Bound of Hash Codes' Performance. CoRR abs/2210.05899 (2022) - [i49]Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen:
Visual Commonsense-aware Representation Network for Video Captioning. CoRR abs/2211.09469 (2022) - [i48]Jiwei Wei, Yang Yang, Zeyu Ma, Jingjing Li, Xing Xu, Heng Tao Shen:
Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning. CoRR abs/2212.13151 (2022) - 2021
- [j155]Heng Tao Shen, Xiaofeng Zhu
, Zheng Zhang
, Shui-Hua Wang, Yi Chen
, Xing Xu, Jie Shao
:
Heterogeneous data fusion for predicting mild cognitive impairment conversion. Inf. Fusion 66: 54-63 (2021) - [j154]Xiaofeng Zhu
, Hongming Li
, Heng Tao Shen, Zheng Zhang
, Yanli Ji, Yong Fan:
Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks. Inf. Fusion 75: 131-139 (2021) - [j153]Yujie Li
, Xing Xu
, Jinhui Xiao, Siyuan Li, Heng Tao Shen
:
Adaptive Square Attack: Fooling Autonomous Cars With Adversarial Traffic Signs. IEEE Internet Things J. 8(8): 6337-6347 (2021) - [j152]Yalan Ye
, Ziwei Huang, Tongjie Pan
, Jingjing Li, Heng Tao Shen:
Reducing bias to source samples for unsupervised domain adaptation. Neural Networks 141: 61-71 (2021) - [j151]Jingjing Li
, Erpeng Chen, Zhengming Ding, Lei Zhu
, Ke Lu
, Heng Tao Shen
:
Maximum Density Divergence for Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3918-3930 (2021) - [j150]Lianli Gao
, Daiyuan Chen, Zhou Zhao
, Jie Shao, Heng Tao Shen:
Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis. Pattern Recognit. 110: 107384 (2021) - [j149]Yanli Ji, Yang Yang, Heng Tao Shen, Tatsuya Harada:
View-invariant action recognition via Unsupervised AttentioN Transfer (UANT). Pattern Recognit. 113: 107807 (2021) - [j148]Kumie Gedamu
, Yanli Ji, Yang Yang, Lingling Gao, Heng Tao Shen:
Arbitrary-view human action recognition via novel-view action generation. Pattern Recognit. 118: 108043 (2021) - [j147]Yanli Ji
, Yang Yang
, Fumin Shen
, Heng Tao Shen
, Wei-Shi Zheng
:
Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset. IEEE Trans. Circuits Syst. Video Technol. 31(1): 289-300 (2021) - [j146]Dongyang Zhang
, Jie Shao
, Zhenwen Liang, Xueliang Liu
, Heng Tao Shen
:
Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. IEEE Trans. Circuits Syst. Video Technol. 31(10): 3954-3966 (2021) - [j145]Mengmeng Jing
, Jidong Zhao, Jingjing Li
, Lei Zhu
, Yang Yang
, Heng Tao Shen
:
Adaptive Component Embedding for Domain Adaptation. IEEE Trans. Cybern. 51(7): 3390-3403 (2021) - [j144]Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Adversarial Energy Disaggregation. Trans. Data Sci. 2(4): 27:1-27:16 (2021) - [j143]Huimin Lu
, Ming Zhang
, Xing Xu
, Yujie Li
, Heng Tao Shen
:
Deep Fuzzy Hashing Network for Efficient Image Retrieval. IEEE Trans. Fuzzy Syst. 29(1): 166-176 (2021) - [j142]Dongyang Zhang, Jie Shao
, Xinyao Li, Heng Tao Shen:
Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network. IEEE Trans. Geosci. Remote. Sens. 59(6): 5183-5196 (2021) - [j141]Xing Xu
, Jingran Zhang
, Yujie Li
, Yichuan Wang
, Yang Yang
, Heng Tao Shen
:
Adversarial Attack Against Urban Scene Segmentation for Autonomous Vehicles. IEEE Trans. Ind. Informatics 17(6): 4117-4126 (2021) - [j140]Cairong Zhao
, Yuanpeng Tu, Zhihui Lai
, Fumin Shen
, Heng Tao Shen
, Duoqian Miao
:
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. IEEE Trans. Image Process. 30: 7776-7789 (2021) - [j139]Jingjing Li
, Ke Lu
, Zi Huang
, Heng Tao Shen
:
On Both Cold-Start and Long-Tail Recommendation with Social Data. IEEE Trans. Knowl. Data Eng. 33(1): 194-208 (2021) - [j138]Heng Tao Shen
, Luchen Liu, Yang Yang
, Xing Xu
, Zi Huang
, Fumin Shen
, Richang Hong:
Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. 33(10): 3351-3365 (2021) - [j137]Zijian Wang
, Zheng Zhang
, Yadan Luo
, Zi Huang
, Heng Tao Shen
:
Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction. IEEE Trans. Multim. 23: 1274-1286 (2021) - [j136]Dongyang Zhang, Jie Shao
, Zhenwen Liang, Lianli Gao
, Heng Tao Shen:
Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. IEEE Trans. Multim. 23: 2172-2184 (2021) - [j135]Feiyu Chen, Jie Shao
, Yonghui Zhang, Xing Xu
, Heng Tao Shen
:
Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond. IEEE Trans. Multim. 23: 3073-3084 (2021) - [j134]Xing Xu
, Tan Wang, Yang Yang
, Alan Hanjalic
, Heng Tao Shen
:
Radial Graph Convolutional Network for Visual Question Generation. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1654-1667 (2021) - [j133]Heng Tao Shen
, Yonghua Zhu, Wei Zheng, Xiaofeng Zhu
:
Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data. IEEE Trans. Neural Networks Learn. Syst. 32(7): 3122-3135 (2021) - [j132]Zheng Zhang
, Luyao Liu
, Yadan Luo
, Zi Huang
, Fumin Shen
, Heng Tao Shen
, Guangming Lu
:
Inductive Structure Consistent Hashing via Flexible Semantic Calibration. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4514-4528 (2021) - [j131]Xing Xu
, Jialin Tian, Kaiyi Lin, Huimin Lu, Jie Shao
, Heng Tao Shen:
Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 3:1-3:17 (2021) - [j130]Xing Xu, Yifan Wang
, Yixuan He, Yang Yang, Alan Hanjalic
, Heng Tao Shen:
Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching. ACM Trans. Multim. Comput. Commun. Appl. 17(4): 127:1-127:23 (2021) - [c186]Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen:
RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation. AAAI 2021: 1193-1200 - [c185]Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen:
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning. AAAI 2021: 3351-3359 - [c184]Mingxing Zhang, Yang Yang, Xinghan Chen, Yanli Ji, Xing Xu, Jingjing Li, Heng Tao Shen:
Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos. CVPR 2021: 12669-12678 - [c183]Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang
, Heng Tao Shen:
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. ICCV 2021: 10582-10591 - [c182]Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song:
From General to Specific: Informative Scene Graph Generation via Balance Adjustment. ICCV 2021: 16363-16372 - [c181]Yifan Wang
, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Tao Shen:
Combine Early and Late Fusion Together: A Hybrid Fusion Framework for Image-Text Matching. ICME 2021: 1-6 - [c180]Ni Wang, Zheng Wang
, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Attention-Based Relation Reasoning Network for Video-Text Retrieval. ICME 2021: 1-6 - [c179]Lei Zhao, Lianli Gao, Yuyu Guo, Jingkuan Song, Heng Tao Shen:
SKANet: Structured Knowledge-Aware Network for Visual Dialog. ICME 2021: 1-6 - [c178]Yiran Zhu, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen, Huimin Lu:
Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition. ICME 2021: 1-6 - [c177]Yiran Zhu, Xing Xu, Fumin Shen, Yanli Ji, Lianli Gao, Heng Tao Shen:
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation. IJCAI 2021: 1359-1365 - [c176]Yifan Ren, Xing Xu, Fumin Shen, Zheng Wang, Yang Yang, Heng Tao Shen:
Multi-scale Dynamic Network for Temporal Action Detection. ICMR 2021: 267-275 - [c175]Cairong Zhao, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu, Fumin Shen, Heng Tao Shen:
Scene Text Image Super-Resolution via Parallelly Contextual Attention Network. ACM Multimedia 2021: 2908-2917 - [c174]Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen:
Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval. SIGIR 2021: 244-254 - [e11]Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo César, Florian Metze, Balakrishnan Prabhakaran:
MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021. ACM 2021, ISBN 978-1-4503-8651-7 [contents] - [i47]Lianli Gao, Qilong Zhang, Xiaosu Zhu, Jingkuan Song, Heng Tao Shen:
Staircase Sign Method for Boosting Adversarial Attacks. CoRR abs/2104.09722 (2021) - [i46]Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen:
Adversarial Energy Disaggregation for Non-intrusive Load Monitoring. CoRR abs/2108.01998 (2021) - [i45]Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen:
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. CoRR abs/2108.02399 (2021) - [i44]Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song:
From General to Specific: Informative Scene Graph Generation via Balance Adjustment. CoRR abs/2108.13129 (2021) - 2020
- [j129]Jingkuan Song
, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic
, Heng Tao Shen:
Unified Binary Generative Adversarial Network for Image Retrieval and Compression. Int. J. Comput. Vis. 128(8): 2243-2264 (2020) - [j128]Yuanbo Ma, Xing Xu
, Fumin Shen, Heng Tao Shen:
Similarity preserving feature generating networks for zero-shot learning. Neurocomputing 406: 333-342 (2020) - [j127]Deqiang Ouyang
, Jie Shao
, Haijun Jiang, Sing Kiong Nguang
, Heng Tao Shen:
Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. Neural Networks 128: 158-171 (2020) - [j126]Lianli Gao
, Xiangpeng Li, Jingkuan Song
, Heng Tao Shen
:
Hierarchical LSTMs with Adaptive Attention for Visual Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1112-1131 (2020) - [j125]Dongxiang Zhang
, Lei Wang, Luming Zhang
, Bing Tian Dai
, Heng Tao Shen
:
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2287-2305 (2020) - [j124]Diwen Wan
, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao
:
Deep quantization generative networks. Pattern Recognit. 105: 107338 (2020) - [j123]Lianli Gao
, Tao Li, Jingkuan Song
, Zhou Zhao, Heng Tao Shen:
Play and rewind: Context-aware video temporal action proposals. Pattern Recognit. 107: 107477 (2020) - [j122]Yanli Ji
, Yang Yang
, Fumin Shen
, Heng Tao Shen
, Xuelong Li
:
A Survey of Human Action Analysis in HRI Applications. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2114-2128 (2020) - [j121]Xiang Zhou, Fumin Shen
, Li Liu, Wei Liu
, Liqiang Nie
, Yang Yang
, Heng Tao Shen
:
Graph Convolutional Network Hashing. IEEE Trans. Cybern. 50(4): 1460-1472 (2020) - [j120]Xing Xu
, Huimin Lu
, Jingkuan Song
, Yang Yang
, Heng Tao Shen
, Xuelong Li
:
Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval. IEEE Trans. Cybern. 50(6): 2400-2413 (2020) - [j119]Shiyuan He, Bokun Wang, Zheng Wang
, Yang Yang
, Fumin Shen
, Zi Huang
, Heng Tao Shen
:
Bidirectional Discrete Matrix Factorization Hashing for Image Search. IEEE Trans. Cybern. 50(9): 4157-4168 (2020) - [j118]Yanli Ji
, Yue Zhan
, Yang Yang
, Xing Xu
, Fumin Shen
, Heng Tao Shen
:
A Context Knowledge Map Guided Coarse-to-Fine Action Recognition. IEEE Trans. Image Process. 29: 2742-2752 (2020) - [j117]Jingran Zhang
, Fumin Shen
, Xing Xu
, Heng Tao Shen
:
Temporal Reasoning Graph for Activity Recognition. IEEE Trans. Image Process. 29: 5491-5506 (2020) - [j116]Yazhou Yao
, Jian Zhang
, Fumin Shen
, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen
:
Towards Automatic Construction of Diverse, High-Quality Image Datasets. IEEE Trans. Knowl. Data Eng. 32(6): 1199-1211 (2020) - [j115]Xu Lu
, Lei Zhu
, Jingjing Li
, Huaxiang Zhang
, Heng Tao Shen
:
Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search. IEEE Trans. Multim. 22(8): 2048-2060 (2020) - [j114]Yazhou Yao
, Fumin Shen
, Guo-Sen Xie
, Li Liu, Fan Zhu, Jian Zhang
, Heng Tao Shen
:
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2348-2360 (2020) - [j113]Xing Xu
, Tan Wang, Yang Yang
, Lin Zuo
, Fumin Shen
, Heng Tao Shen
:
Cross-Modal Attention With Semantic Consistence for Image-Text Matching. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5412-5425 (2020) - [j112]Dongyang Zhang
, Jie Shao
, Heng Tao Shen:
Kernel Attention Network for Single Image Super-Resolution. ACM Trans. Multim. Comput. Commun. Appl. 16(3): 90:1-90:15 (2020) - [c173]Kaiyi Lin, Xing Xu, Lianli Gao, Zheng Wang
, Heng Tao Shen:
Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval. AAAI 2020: 11515-11522 - [c172]Teng Long
, Pascal Mettes, Heng Tao Shen, Cees G. M. Snoek:
Searching for Actions on the Hyperbole. CVPR 2020: 1138-1147 - [c171]Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen:
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images. CVPR 2020: 12301-12311 - [c170]Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang
, Heng Tao Shen:
Universal Weighting Metric Learning for Cross-Modal Matching. CVPR 2020: 13002-13011 - [c169]Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu
, Heng Tao Shen:
Patch-Wise Attack for Fooling Deep Neural Network. ECCV (28) 2020: 307-322 - [c168]Jiawen Zhu, Xing Xu, Fumin Shen, Roy Ka-Wei Lee
, Zheng Wang
, Heng Tao Shen:
Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval. ICME 2020: 1-6 - [c167]Jiangbo Ai, Yang Yang, Xing Xu, Jie Zhou, Heng Tao Shen:
CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning. ICPR Workshops (6) 2020: 353-365 - [c166]Lianli Gao, Zhilong Zhou, Heng Tao Shen, Jingkuan Song:
Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection. IJCAI 2020: 594-600 - [c165]Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen:
Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency. ACM Multimedia 2020: 475-483 - [c164]Xing Xu, Jiefu Chen, Jinhui Xiao, Zheng Wang
, Yang Yang, Heng Tao Shen:
Learning Optimization-based Adversarial Perturbations for Attacking Sequential Recognition Models. ACM Multimedia 2020: 2802-2822 - [c163]Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen:
One-shot Scene Graph Generation. ACM Multimedia 2020: 3090-3098 - [c162]Lianli Gao, Junchen Zhu, Jingkuan Song, Feng Zheng, Heng Tao Shen:
Lab2Pix: Label-Adaptive Generative Adversarial Network for Unsupervised Image Synthesis. ACM Multimedia 2020: 3734-3742 - [c161]Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen:
KTN: Knowledge Transfer Network for Multi-person DensePose Estimation. ACM Multimedia 2020: 3780-3788 - [c160]Lianli Gao, Jingqiu Zhang, Jingkuan Song, Heng Tao Shen:
EvoGAN: an evolutionary GAN for face aging and rejuvenation. MMAsia 2020: 13:1-13:7 - [c159]Yangchao Wang, Shiyuan He, Xing Xu, Yang Yang, Jingjing Li, Heng Tao Shen:
Self-supervised adversarial learning for cross-modal retrieval. MMAsia 2020: 16:1-16:7 - [c158]Jiwei Wei, Yang Yang, Xing Xu, Yanli Ji, Xiaofeng Zhu, Heng Tao Shen:
Graph-based variational auto-encoder for generalized zero-shot learning. MMAsia 2020: 30:1-30:7 - [c157]Yifan Lu, Ning Xie, Heng Tao Shen:
DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers. SIGGRAPH Asia Technical Communications 2020: 5:1-5:4 - [c156]Jingkuan Song, Ruimin Lang, Xiaosu Zhu
, Xing Xu, Lianli Gao, Heng Tao Shen:
3D Self-Attention for Unsupervised Video Quantization. SIGIR 2020: 1061-1070 - [c155]Xing Xu, Kaiyi Lin, Huimin Lu, Lianli Gao, Heng Tao Shen:
Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval. SIGIR 2020: 1419-1428 - [c154]Haodong Liao, Ning Xie, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang, Heng Tao Shen:
Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR. VR 2020: 473-482 - [e10]Gang Li
, Heng Tao Shen
, Ye Yuan, Xiaoyang Wang
, Huawen Liu
, Xiang Zhao
:
Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12274, Springer 2020, ISBN 978-3-030-55129-2 [contents] - [e9]Gang Li
, Heng Tao Shen
, Ye Yuan, Xiaoyang Wang
, Huawen Liu
, Xiang Zhao
:
Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12275, Springer 2020, ISBN 978-3-030-55392-0 [contents] - [i43]Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen:
Maximum Density Divergence for Domain Adaptation. CoRR abs/2004.12615 (2020) - [i42]Yunlian Lv, Ning Xie, Yimin Shi, Zijiao Wang, Heng Tao Shen:
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships. CoRR abs/2005.02153 (2020) - [i41]Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen:
Patch-wise Attack for Fooling Deep Neural Network. CoRR abs/2007.06765 (2020) - [i40]Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen:
Universal Weighting Metric Learning for Cross-Modal Matching. CoRR abs/2010.03403 (2020) - [i39]Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen:
Dual ResGCN for Balanced Scene GraphGeneration. CoRR abs/2011.04234 (2020) - [i38]Lianli Gao, Qilong Zhang, Jingkuan Song, Heng Tao Shen:
Patch-wise++ Perturbation for Adversarial Targeted Attacks. CoRR abs/2012.15503 (2020)
2010 – 2019
- 2019
- [j111]Ning Xie
, Xu Li
, Kang Li, Yang Yang
, Heng Tao Shen:
Statistical Karyotype Analysis Using CNN and Geometric Optimization. IEEE Access 7: 179445-179453 (2019) - [j110]Dongxiang Zhang, Wei Wang, Bin Cui
, Heng Tao Shen:
Special Issue of APWeb-WAIM 2019. Data Sci. Eng. 4(4): 291-292 (2019) - [j109]Yanli Ji
, Yuhan Hu, Yang Yang
, Fumin Shen, Heng Tao Shen:
Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network. Neurocomputing 333: 231-239 (2019) - [j108]Ning Xie, Tingting Zhao, Yang Yang, Heng Tao Shen:
Web-based SBLR method of multimedia tools for computer-aided drawing. Multim. Tools Appl. 78(1): 799-816 (2019) - [j107]Zheng Zhang
, Li Liu, Fumin Shen
, Heng Tao Shen
, Ling Shao
:
Binary Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41(7): 1774-1782 (2019) - [j106]Peng Wang
, Lingqiao Liu
, Chunhua Shen, Heng Tao Shen:
Order-aware convolutional pooling for video based action recognition. Pattern Recognit. 91: 357-365 (2019) - [j105]Xing Xu
, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen, Xuelong Li
:
Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. Signal Process. 164: 354-367 (2019) - [j104]Jie Shao
, Gang Hu, Jingkuan Song
, Xueliang Liu
, Heng Tao Shen
:
Towards Accurate Georeferenced Video Search With Camera Field of View Modeling. IEEE Trans. Circuits Syst. Video Technol. 29(6): 1844-1855 (2019) - [j103]Jingjing Li
, Ke Lu
, Zi Huang
, Lei Zhu
, Heng Tao Shen
:
Transfer Independently Together: A Generalized Framework for Domain Adaptation. IEEE Trans. Cybern. 49(6): 2144-2155 (2019) - [j102]Yi Bin, Yang Yang
, Fumin Shen
, Ning Xie, Heng Tao Shen
, Xuelong Li
:
Describing Video With Attention-Based Bidirectional LSTM. IEEE Trans. Cybern. 49(7): 2631-2641 (2019) - [j101]Mingxing Zhang, Yang Yang
, Hanwang Zhang
, Yanli Ji
, Heng Tao Shen, Tat-Seng Chua:
More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining. IEEE Trans. Image Process. 28(1): 32-44 (2019) - [j100]Mengqiu Hu
, Yang Yang
, Fumin Shen
, Ning Xie, Richang Hong
, Heng Tao Shen
:
Collective Reconstructive Embeddings for Cross-Modal Hashing. IEEE Trans. Image Process. 28(6): 2770-2784 (2019) - [j99]Fumin Shen
, Xiang Zhou, Jun Yu
, Yang Yang
, Li Liu, Heng Tao Shen
:
Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings. IEEE Trans. Image Process. 28(7): 3662-3674 (2019) - [j98]Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu
, Heng Tao Shen:
Locality Preserving Joint Transfer for Domain Adaptation. IEEE Trans. Image Process. 28(12): 6103-6115 (2019) - [j97]Yang Yang
, Yaqian Duan, Xinze Wang, Zi Huang
, Ning Xie, Heng Tao Shen
:
Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information. IEEE Trans. Knowl. Data Eng. 31(4): 757-768 (2019) - [j96]Jingjing Li
, Ke Lu
, Zi Huang
, Lei Zhu
, Heng Tao Shen
:
Heterogeneous Domain Adaptation Through Progressive Alignment. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1381-1391 (2019) - [j95]Jingkuan Song
, Yuyu Guo, Lianli Gao
, Xuelong Li
, Alan Hanjalic
, Heng Tao Shen
:
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning. IEEE Trans. Neural Networks Learn. Syst. 30(10): 3047-3058 (2019) - [j94]Zhiwei Liu, Yang Yang, Zi Huang
, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Embedding and predicting the event at early stage. World Wide Web 22(3): 1055-1074 (2019) - [c153]Lianli Gao, Pengpeng Zeng
, Jingkuan Song, Yuan-Fang Li
, Wu Liu, Tao Mei, Heng Tao Shen:
Structured Two-Stream Attention Network for Video Question Answering. AAAI 2019: 6391-6398 - [c152]Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai
, Heng Tao Shen:
Template-Based Math Word Problem Solvers with Recursive Neural Networks. AAAI 2019: 7144-7151 - [c151]Yi Bin, Yang Yang, Chaofan Tao, Zi Huang
, Jingjing Li, Heng Tao Shen:
MR-NET: Exploiting Mutual Relation for Visual Relationship Detection. AAAI 2019: 8110-8117 - [c150]Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao Shen:
Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis. AAAI 2019: 8312-8319 - [c149]Lianli Gao, Kaixuan Fan, Jingkuan Song, Xianglong Liu, Xing Xu, Heng Tao Shen:
Deliberate Attention Networks for Image Captioning. AAAI 2019: 8320-8327 - [c148]Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen:
Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition. CVPR 2019: 2740-2749 - [c147]Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu
:
Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables. CVPR 2019: 4135-4144 - [c146]Lianli Gao, Xiaosu Zhu
, Jingkuan Song, Zhou Zhao, Heng Tao Shen:
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. IJCAI 2019: 723-729 - [c145]Jingkuan Song, Xiaosu Zhu
, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen:
Deep Recurrent Quantization for Generating Sequential Binary Codes. IJCAI 2019: 912-918 - [c144]Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic
, Heng Tao Shen, Jingkuan Song:
Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. ACM Multimedia 2019: 12-20 - [c143]Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang
, Wuyuan Xie, Heng Tao Shen:
Adaptive Multi-Path Aggregation for Human DensePose Estimation in the Wild. ACM Multimedia 2019: 356-364 - [c142]Yanli Ji, Feixiang Xu, Yang Yang, Ning Xie, Heng Tao Shen, Tatsuya Harada:
Attention Transfer (ANT) Network for View-invariant Action Recognition. ACM Multimedia 2019: 574-582 - [c141]Jingyi Zhang, Zhen Wei
, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao
, Heng Tao Shen:
Generative Reconstructive Hashing for Incomplete Video Analysis. ACM Multimedia 2019: 845-854 - [c140]Xiangpeng Li
, Lianli Gao, Xuanhan Wang, Wu Liu, Xing Xu, Heng Tao Shen, Jingkuan Song:
Learnable Aggregating Net with Diversity Learning for Video Question Answering. ACM Multimedia 2019: 1166-1174 - [c139]Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Wenxin Tan, Fumin Shen, Heng Tao Shen:
Time-aware Session Embedding for Click-Through-Rate Prediction. ACM Multimedia 2019: 2617-2621 - [c138]Jiwei Wei, Yang Yang, Jingjing Li, Lei Zhu, Lin Zuo, Heng Tao Shen:
Residual Graph Convolutional Networks for Zero-Shot Learning. MMAsia 2019: 9:1-9:6 - [i37]Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. CoRR abs/1904.10681 (2019) - [i36]Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. CoRR abs/1904.11207 (2019) - [i35]Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu:
Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables. CoRR abs/1905.04016 (2019) - [i34]Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen:
One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework. CoRR abs/1905.04729 (2019) - [i33]Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen:
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. CoRR abs/1906.06698 (2019) - [i32]Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen:
Deep Recurrent Quantization for Generating Sequential Binary Codes. CoRR abs/1906.06699 (2019) - [i31]Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen:
Locality Preserving Joint Transfer for Domain Adaptation. CoRR abs/1906.07441 (2019) - [i30]Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic, Heng Tao Shen, Jingkuan Song:
Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. CoRR abs/1908.04011 (2019) - [i29]Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Temporal Reasoning Graph for Activity Recognition. CoRR abs/1908.09995 (2019) - [i28]Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen:
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning. CoRR abs/1908.10059 (2019) - [i27]Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen:
Cooperative Cross-Stream Network for Discriminative Action Representation. CoRR abs/1908.10136 (2019) - 2018
- [j93]Xuanhan Wang, Lianli Gao
, Jingkuan Song, Xiantong Zhen, Nicu Sebe
, Heng Tao Shen:
Deep appearance and motion learning for egocentric activity recognition. Neurocomputing 275: 438-447 (2018) - [j92]Shiyuan He, Guo Ye, Mengqiu Hu
, Yang Yang
, Fumin Shen, Heng Tao Shen, Xuelong Li
:
Learning binary codes with local and inner data structure. Neurocomputing 282: 32-41 (2018) - [j91]Ning Xie, Yang Yang, Heng Tao Shen, Tingting Zhao:
Stroke-based stylization by learning sequential drawing examples. J. Vis. Commun. Image Represent. 51: 29-39 (2018) - [j90]Jingdong Wang
, Ting Zhang, Jingkuan Song
, Nicu Sebe
, Heng Tao Shen
:
A Survey on Learning to Hash. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 769-790 (2018) - [j89]Fumin Shen
, Yan Xu
, Li Liu, Yang Yang
, Zi Huang
, Heng Tao Shen
:
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 3034-3044 (2018) - [j88]Yadan Luo
, Yang Yang, Fumin Shen, Zi Huang
, Pan Zhou, Heng Tao Shen:
Robust discrete code modeling for supervised hashing. Pattern Recognit. 75: 128-135 (2018) - [j87]Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen:
Trajectory Simplification: An Experimental Study and Quality Analysis. Proc. VLDB Endow. 11(9): 934-946 (2018) - [j86]Yanli Ji, Yang Yang, Xing Xu, Heng Tao Shen:
One-shot learning based pattern transition map for action early recognition. Signal Process. 143: 364-370 (2018) - [j85]Heng Guo
, Shuaicheng Liu
, Shuyuan Zhu
, Heng Tao Shen
, Bing Zeng
:
View-Consistent MeshFlow for Stereoscopic Video Stabilization. IEEE Trans. Computational Imaging 4(4): 573-584 (2018) - [j84]Huimin Wu
, Jie Shao
, Xing Xu
, Yanli Ji, Fumin Shen, Heng Tao Shen:
Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. IEEE Trans. Hum. Mach. Syst. 48(3): 304-310 (2018) - [j83]Mengqiu Hu
, Yang Yang
, Fumin Shen
, Ning Xie, Heng Tao Shen:
Hashing with Angular Reconstructive Embeddings. IEEE Trans. Image Process. 27(2): 545-555 (2018) - [j82]Yang Yang
, Jie Zhou, Jiangbo Ai, Yi Bin, Alan Hanjalic
, Heng Tao Shen, Yanli Ji
:
Video Captioning by Adversarial LSTM. IEEE Trans. Image Process. 27(11): 5600-5611 (2018) - [j81]Lei Zhu
, Zi Huang
, Zhihui Li
, Liang Xie, Heng Tao Shen
:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5264-5276 (2018) - [j80]Dongxiang Zhang, Yuchen Li
, Xin Cao
, Jie Shao, Heng Tao Shen:
Augmented keyword search on spatial entity databases. VLDB J. 27(2): 225-244 (2018) - [j79]Yan Dai, Jie Shao
, Chengbo Wei, Dongxiang Zhang, Heng Tao Shen:
Personalized semantic trajectory privacy preservation through trajectory reconstruction. World Wide Web 21(4): 875-914 (2018) - [c137]Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen:
Binary Generative Adversarial Networks for Image Retrieval. AAAI 2018: 394-401 - [c136]Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen:
Deep Region Hashing for Generic Instance Search from Images. AAAI 2018: 402-409 - [c135]Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen:
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. AAAI 2018: 5545-5552 - [c134]Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao
, Heng Tao Shen, Luc Van Gool:
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. ECCV (2) 2018: 304-321 - [c133]Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao
, Heng Tao Shen:
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights. ECCV (2) 2018: 322-339 - [c132]Zheng Zhang
, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao
, Heng Tao Shen:
Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. ECCV (12) 2018: 731-748 - [c131]Ying Xu, Dongxiang Zhang, Meihui Zhang
, Dongsheng Li, Xiaoling Wang, Heng Tao Shen:
Continuous Proximity Detection via Predictive Safe Region Construction. ICDE 2018: 629-640 - [c130]Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen:
A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. ICDE 2018: 713-724 - [c129]Xuehui Wu, Jie Shao, Lianli Gao, Heng Tao Shen:
Unpaired Image-to-Image Translation from Shared Deep Space. ICIP 2018: 2127-2131 - [c128]Yonghui Zhang, Jie Shao, Deqiang Ouyang
, Heng Tao Shen:
Person Re-identification Using Two-Stage Convolutional Neural Network. ICPR 2018: 3341-3346 - [c127]Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen:
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints. IJCAI 2018: 719-725 - [c126]Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu
, Heng Tao Shen:
Dual Conditional GANs for Face Aging and Rejuvenation. IJCAI 2018: 899-905 - [c125]Jingkuan Song, Pengpeng Zeng
, Lianli Gao, Heng Tao Shen:
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. IJCAI 2018: 906-912 - [c124]Bingqing Ke, Jie Shao, Zi Huang
, Heng Tao Shen:
Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search. ICMR 2018: 231-239 - [c123]Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen:
Visual Spatial Attention Network for Relationship Detection. ACM Multimedia 2018: 510-518 - [c122]Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng:
A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition. ACM Multimedia 2018: 1510-1518 - [c121]Deqiang Ouyang
, Jie Shao, Yonghui Zhang, Yang Yang, Heng Tao Shen:
Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework. ACM Multimedia 2018: 1562-1570 - [c120]Lianli Gao, Pengpeng Zeng
, Jingkuan Song, Xianglong Liu, Heng Tao Shen:
Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA. ACM Multimedia 2018: 1742-1750 - [c119]Teng Long
, Xing Xu, Youyou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen:
Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning. ACM Multimedia 2018: 1802-1810 - [c118]Jingkuan Song, Zhilong Zhou, Lianli Gao, Xing Xu, Heng Tao Shen:
Cumulative Nets for Edge Detection. ACM Multimedia 2018: 1847-1855 - [c117]Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Mingyue Lou, Heng Tao Shen:
DT-Zheng: digital twin method for Zheng musical instrument. SIGGRAPH ASIA Posters 2018: 42:1-42:2 - [c116]Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen:
GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder. SIGIR 2018: 981-984 - [r9]Heng Tao Shen:
Dimensionality Reduction. Encyclopedia of Database Systems (2nd ed.) 2018 - [r8]Heng Tao Shen:
Multidimensional Scaling. Encyclopedia of Database Systems (2nd ed.) 2018 - [r7]Heng Tao Shen:
Near-Duplicate Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018 - [r6]Heng Tao Shen:
Principal Component Analysis. Encyclopedia of Database Systems (2nd ed.) 2018 - [r5]Heng Tao Shen:
Video Sequence Indexing. Encyclopedia of Database Systems (2nd ed.) 2018 - [i26]Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen:
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. CoRR abs/1808.07290 (2018) - [i25]Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen:
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering. CoRR abs/1809.05992 (2018) - [i24]Jingkuan Song, Xiangpeng Li, Lianli Gao, Heng Tao Shen:
Hierarchical LSTMs with Adaptive Attention for Visual Captioning. CoRR abs/1812.11004 (2018) - 2017
- [j78]Guosheng Lin
, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen:
Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures. Int. J. Comput. Vis. 123(2): 287-308 (2017) - [j77]Yang Yang, Richang Hong, Benoit Huet
, Heng Tao Shen:
Editorial: Good practices in multimedia modeling. Neurocomputing 236: 1-4 (2017) - [j76]Lingqiao Liu
, Peng Wang
, Chunhua Shen, Lei Wang
, Anton van den Hengel
, Chao Wang, Heng Tao Shen:
Compositional Model Based Fisher Vector Coding for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 39(12): 2335-2348 (2017) - [j75]Xuanhan Wang, Lianli Gao, Jingkuan Song
, Heng Tao Shen:
Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition. IEEE Signal Process. Lett. 24(4): 510-514 (2017) - [j74]Peng Wang
, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu
, Heng Tao Shen:
Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 27(12): 2613-2622 (2017) - [j73]Xiao-Bo Shen
, Fumin Shen
, Quan-Sen Sun, Yang Yang
, Yunhao Yuan, Heng Tao Shen:
Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. IEEE Trans. Cybern. 47(12): 4275-4288 (2017) - [j72]Yuanzhouhan Cao, Chunhua Shen
, Heng Tao Shen:
Exploiting Depth From Single Monocular Images for Object Detection and Semantic Segmentation. IEEE Trans. Image Process. 26(2): 836-846 (2017) - [j71]Chao Li, Zi Huang
, Yang Yang
, Jiewei Cao
, Xiaoshuai Sun, Heng Tao Shen
:
Hierarchical Latent Concept Discovery for Video Event Detection. IEEE Trans. Image Process. 26(5): 2149-2162 (2017) - [j70]Xing Xu
, Fumin Shen
, Yang Yang
, Heng Tao Shen, Xuelong Li
:
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. IEEE Trans. Image Process. 26(5): 2494-2507 (2017) - [j69]Mengqiu Hu
, Yang Yang
, Fumin Shen
, Luming Zhang
, Heng Tao Shen, Xuelong Li
:
Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge. IEEE Trans. Image Process. 26(10): 4871-4884 (2017) - [j68]Litao Yu, Zi Huang
, Fumin Shen
, Jingkuan Song
, Heng Tao Shen, Xiaofang Zhou
:
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. IEEE Trans. Image Process. 26(10): 5057-5069 (2017) - [j67]Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen:
IF-Matching: Towards Accurate Map-Matching with Information Fusion. IEEE Trans. Knowl. Data Eng. 29(1): 114-127 (2017) - [j66]Yang Yang, Fumin Shen, Zi Huang
, Heng Tao Shen, Xuelong Li
:
Discrete Nonnegative Spectral Clustering. IEEE Trans. Knowl. Data Eng. 29(9): 1834-1845 (2017) - [j65]Fumin Shen, Yang Yang, Li Liu, Wei Liu
, Dacheng Tao, Heng Tao Shen:
Asymmetric Binary Coding for Image Search. IEEE Trans. Multim. 19(9): 2022-2032 (2017) - [j64]Lianli Gao, Zhao Guo, Hanwang Zhang
, Xing Xu, Heng Tao Shen:
Video Captioning With Attention-Based LSTM and Semantic Consistency. IEEE Trans. Multim. 19(9): 2045-2055 (2017) - [j63]Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen:
Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. ACM Trans. Inf. Syst. 35(3): 20:1-20:29 (2017) - [j62]Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan
, Tat-Seng Chua, Heng Tao Shen:
Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. ACM Trans. Inf. Syst. 35(3): 27:1-27:24 (2017) - [j61]Dongxiang Zhang, Yuchen Li
, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen:
Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications. ACM Trans. Inf. Syst. 35(3): 28:1-28:27 (2017) - [j60]Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan
, Jian Cao, Heng Tao Shen:
Distributed shortest path query processing on dynamic road networks. VLDB J. 26(3): 399-419 (2017) - [c115]Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen:
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. AAAI 2017: 182-188 - [c114]Xiaoshuai Sun, Zi Huang, Hongzhi Yin
, Heng Tao Shen:
An Integrated Model for Effective Saliency Prediction. AAAI 2017: 274-281 - [c113]Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen:
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. AAAI 2017: 1323-1330 - [c112]Shiyuan He, Guo Ye, Mengqiu Hu
, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
:
Efficient Supervised Hashing via Exploring Local and Inner Data Structure. ADC 2017: 98-109 - [c111]Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
A Deep Approach for Multi-modal User Attribute Modeling. ADC 2017: 217-230 - [c110]Liangfu Cao, Lianli Gao, Jingkuan Song, Xing Xu, Heng Tao Shen:
Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering. ADC 2017: 248-260 - [c109]Mingxing Zhang
, Yang Yang, Hanwang Zhang
, Yanli Ji, Ning Xie, Heng Tao Shen:
Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database. ADC 2017: 261-272 - [c108]Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen:
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. CIKM 2017: 1039-1048 - [c107]Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song:
Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. CVPR 2017: 2007-2016 - [c106]Peng Wang
, Lingqiao Liu
, Chunhua Shen, Zi Huang
, Anton van den Hengel
, Heng Tao Shen:
Multi-attention Network for One Shot Learning. CVPR 2017: 6212-6220 - [c105]Ning Xie, Mengyuan Ren, Wu Yang, Yang Yang, Heng Tao Shen:
WebPainter: Collaborative Stroke-Based Rendering Through HTML5 and WebGL. Edutainment 2017: 210-217 - [c104]Heng Tao Shen, Chao Li, Jiewei Cao
, Zi Huang
, Lei Zhu
:
Leveraging Weak Semantic Relevance for Complex Video Event Classification. ICCV 2017: 3667-3676 - [c103]Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen:
IF-Matching: Towards Accurate Map-Matching with Information Fusion. ICDE 2017: 9-10 - [c102]Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen:
Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. ICDE 2017: 91-94 - [c101]Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen:
Asymmetric sparse hashing. ICME 2017: 127-132 - [c100]Yahui Xu
, Yang Yang, Fumin Shen, Xing Xu, Yuxuan Zhou, Heng Tao Shen:
Attribute hashing for zero-shot image retrieval. ICME 2017: 133-138 - [c99]Li He
, Xing Xu, Huimin Lu
, Yang Yang, Fumin Shen, Heng Tao Shen:
Unsupervised cross-modal retrieval through adversarial learning. ICME 2017: 1153-1158 - [c98]Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen:
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. IJCAI 2017: 2737-2743 - [c97]Xiyao Fu, Yi Bin, Liang Peng, Jie Zhou, Yang Yang, Heng Tao Shen:
BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest. MediaEval 2017 - [c96]Liang Peng, Yi Bin, Xiyao Fu, Jie Zhou, Yang Yang, Heng Tao Shen:
CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering. MediaEval 2017 - [c95]Jiewei Cao
, Zi Huang
, Heng Tao Shen:
Local Deep Descriptors in Bag-of-Words for Image Retrieval. ACM Multimedia (Thematic Workshops) 2017: 52-58 - [c94]Bokun Wang, Yang Yang, Xing Xu, Alan Hanjalic
, Heng Tao Shen:
Adversarial Cross-Modal Retrieval. ACM Multimedia 2017: 154-162 - [c93]Lei Zhu
, Zi Huang
, Xiaojun Chang
, Jingkuan Song, Heng Tao Shen:
Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. ACM Multimedia 2017: 726-734 - [c92]Jingjing Li, Ke Lu, Zi Huang
, Heng Tao Shen:
Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. ACM Multimedia 2017: 898-906 - [c91]Huimin Wu
, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen:
A System for Spatiotemporal Anomaly Localization in Surveillance Videos. ACM Multimedia 2017: 1225-1226 - [c90]Yi Bin, Yang Yang, Jie Zhou, Zi Huang
, Heng Tao Shen:
Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning. ACM Multimedia 2017: 1345-1353 - [c89]Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. ACM Multimedia 2017: 1354-1362 - [c88]Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen:
Deep Asymmetric Pairwise Hashing. ACM Multimedia 2017: 1522-1530 - [c87]Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen:
Cosmetic-vis: sample-based 3D facial editor for cosmetic medical visualization. SIGGRAPH Posters 2017: 21:1-21:2 - [c86]Fumin Shen, Yadong Mu, Yang Yang, Wei Liu
, Li Liu, Jingkuan Song, Heng Tao Shen:
Classification by Retrieval: Binarizing Data and Classifiers. SIGIR 2017: 595-604 - [c85]Gang Hu, Jie Shao, Fumin Shen, Zi Huang
, Heng Tao Shen:
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. SIGIR 2017: 893-896 - [c84]Zhiwei Liu
, Yang Yang, Zi Huang
, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. SIGIR 2017: 997-1000 - [c83]Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang
, Ning Xie, Heng Tao Shen:
POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues. SIGIR 2017: 1001-1004 - [i23]Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen:
Deep Region Hashing for Efficient Large-scale Instance Search from Images. CoRR abs/1701.07901 (2017) - [i22]Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen:
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. CoRR abs/1706.01231 (2017) - [i21]Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen:
From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. CoRR abs/1708.02478 (2017) - [i20]Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen:
Towards Automatic Construction of Diverse, High-quality Image Dataset. CoRR abs/1708.06495 (2017) - 2016
- [j59]Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang
, Heng Tao Shen:
Robust regression based face recognition with fast outlier removal. Multim. Tools Appl. 75(20): 12535-12546 (2016) - [j58]Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen:
Face image classification by pooling raw features. Pattern Recognit. 54: 94-103 (2016) - [j57]Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen:
Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. 23(6): 893-897 (2016) - [j56]Hao Xiong, Tongliang Liu
, Dacheng Tao, Heng Tao Shen:
Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. IEEE Trans. Image Process. 25(8): 3626-3637 (2016) - [j55]Jingkuan Song
, Lianli Gao, Feiping Nie
, Heng Tao Shen, Yan Yan, Nicu Sebe
:
Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation. IEEE Trans. Image Process. 25(11): 4999-5011 (2016) - [j54]Fumin Shen
, Xiang Zhou, Yang Yang
, Jingkuan Song
, Heng Tao Shen, Dacheng Tao:
A Fast Optimization Method for General Binary Code Learning. IEEE Trans. Image Process. 25(12): 5610-5621 (2016) - [j53]Litao Yu, Yang Yang
, Zi Huang
, Peng Wang
, Jingkuan Song, Heng Tao Shen:
Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents. IEEE Trans. Image Process. 25(12): 5689-5701 (2016) - [j52]Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang
, Nicu Sebe
, Jingdong Wang
:
A Distance-Computation-Free Search Scheme for Binary Code Databases. IEEE Trans. Multim. 18(3): 484-495 (2016) - [j51]Litao Yu, Zi Huang
, Jiewei Cao
, Heng Tao Shen:
Scalable Video Event Retrieval by Visual State Binary Embedding. IEEE Trans. Multim. 18(8): 1590-1603 (2016) - [c82]Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen:
Graph-without-cut: An Ideal Graph Learning for Image Segmentation. AAAI 2016: 1188-1194 - [c81]Peng Wang
, Lingqiao Liu
, Chunhua Shen, Zi Huang
, Anton van den Hengel, Heng Tao Shen:
What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. CVPR 2016: 1573-1581 - [c80]Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
A Unified Framework for Discrete Spectral Clustering. IJCAI 2016: 2273-2279 - [c79]Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen:
Discriminant Cross-modal Hashing. ICMR 2016: 305-308 - [c78]Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He
, Jingkuan Song:
Cross-modal Retrieval with Label Completion. ACM Multimedia 2016: 302-306 - [c77]Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, Heng Tao Shen:
Attention-based LSTM with Semantic Consistency for Videos Captioning. ACM Multimedia 2016: 357-361 - [c76]Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. ACM Multimedia 2016: 436-440 - [c75]Jiewei Cao
, Zi Huang
, Peng Wang
, Chao Li, Xiaoshuai Sun, Heng Tao Shen:
Quartet-net Learning for Visual Instance Retrieval. ACM Multimedia 2016: 456-460 - [c74]Yang Yang, Yadan Luo
, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen:
Zero-Shot Hashing via Transferring Supervised Knowledge. ACM Multimedia 2016: 1286-1295 - [e8]Eduard C. Dragut, Heng Tao Shen:
Proceedings of the SIGMOD 2016 PhD Symposium, San Francisco, California, USA, June 26, 2016. ACM 2016, ISBN 978-1-4503-4192-9 [contents] - [i19]Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen:
Compositional Model based Fisher Vector Coding for Image Classification. CoRR abs/1601.04143 (2016) - [i18]Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen:
Order-aware Convolutional Pooling for Video Based Action Recognition. CoRR abs/1602.00224 (2016) - [i17]Peng Wang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel, Heng Tao Shen:
Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution. CoRR abs/1602.04422 (2016) - [i16]Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen:
Structured Learning of Binary Codes with Column Generation. CoRR abs/1602.06654 (2016) - [i15]Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen:
Learning Binary Codes and Binary Weights for Efficient Classification. CoRR abs/1603.04116 (2016) - [i14]Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen:
A Survey on Learning to Hash. CoRR abs/1606.00185 (2016) - [i13]Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. CoRR abs/1606.04631 (2016) - [i12]Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen:
Zero-Shot Hashing via Transferring Supervised Knowledge. CoRR abs/1606.05032 (2016) - [i11]Jiewei Cao, Lingqiao Liu, Peng Wang, Zi Huang, Chunhua Shen, Heng Tao Shen:
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps. CoRR abs/1606.06811 (2016) - [i10]Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen:
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation. CoRR abs/1610.01706 (2016) - [i9]Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen:
Binary Subspace Coding for Query-by-Image Video Retrieval. CoRR abs/1612.01657 (2016) - [i8]Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen:
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering. CoRR abs/1612.04949 (2016) - 2015
- [j50]Litao Yu, Jie Shao, Xin-Shun Xu, Heng Tao Shen:
Max-margin adaptive model for complex video pattern recognition. Multim. Tools Appl. 74(2): 505-521 (2015) - [j49]Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li:
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing. IEEE Trans. Big Data 1(4): 162-171 (2015) - [j48]Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen:
Multitask Spectral Clustering by Exploring Intertask Correlation. IEEE Trans. Cybern. 45(5): 1069-1080 (2015)