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Structured residual sparsity for video compressive sensing reconstruction Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhang, Jiachao, Zhou, Jiantao, Zhu, Ce. Structured residual sparsity for video compressive sensing reconstruction[J]. Signal Processing, 2024, 222, 109513.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhang, Jiachao;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.8 | Submit date：2024/05/16
Video Cs Reconstruction  Structured Residual Sparsity  Nonlocal Self-similarity  Multi-hypothesis Prediction  Admm  
SmartEdit: Exploring Complex Instruction-Based Image Editing with Multimodal Large Language Models Conference paper
Huang, Yuzhou, Xie, Liangbin, Wang, Xintao, Yuan, Ziyang, Cun, Xiaodong, Ge, Yixiao, Zhou, Jiantao, Dong, Chao, Huang, Rui, Zhang, Ruimao, Shan, Ying. SmartEdit: Exploring Complex Instruction-Based Image Editing with Multimodal Large Language Models[C]:IEEE Computer Society, 2024, 8362-8371.
Authors:  Huang, Yuzhou;  Xie, Liangbin;  Wang, Xintao;  Yuan, Ziyang;  Cun, Xiaodong; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/11/05
Training  Visualization  Computer Vision  Large Language Models  Diffusion Models  Cognition  Pattern Recognition  Instruction-based Image Editing  Multimodal Large Language Models  
Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples Journal article
Liu, Jun, Zhou, Jiantao, Tian, Jinyu, Sun, Weiwei. Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(7), 216.
Authors:  Liu, Jun;  Zhou, Jiantao;  Tian, Jinyu;  Sun, Weiwei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.2/4.9 | Submit date：2024/06/05
Deep Neural Networks  Encryption  Image Classification  Privacy-preserving  
CNN Injected transformer for image exposure correction Journal article
Xu, Shuning, Chen, Xiangyu, Song, Binbin, Huang, Caishi, Zhou, Jiantao. CNN Injected transformer for image exposure correction[J]. Neurocomputing, 2024, 587, 127688.
Authors:  Xu, Shuning;  Chen, Xiangyu;  Song, Binbin;  Huang, Caishi;  Zhou, Jiantao
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.5/5.5 | Submit date：2024/05/16
Deep Learning  Image Exposure Correction  Swin Transformer  
Text-Driven Traffic Anomaly Detection with Temporal High-Frequency Modeling in Driving Videos Journal article
Liang, Rongqin, Li, Yuanman, Zhou, Jiantao, Li, Xia. Text-Driven Traffic Anomaly Detection with Temporal High-Frequency Modeling in Driving Videos[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Liang, Rongqin;  Li, Yuanman;  Zhou, Jiantao;  Li, Xia
Favorite | TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Traffic Anomaly Detection  Multi-modality Learning  High Frequency  Attention  
Regroup Median Loss for Combating Label Noise Conference paper
Li, Fengpeng, Li, Kemou, Tian, Jinyu, Zhou, Jiantao. Regroup Median Loss for Combating Label Noise[C], 2024, 13474-13482.
Authors:  Li, Fengpeng;  Li, Kemou;  Tian, Jinyu;  Zhou, Jiantao
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Ml: Classification And Regression  Ml: Representation Learning  
A Unified Environmental Network for Pedestrian Trajectory Prediction Conference paper
Su, Yuchao, Li, Yuanman, Wang, Wei, Zhou, Jiantao, Li, Xia. A Unified Environmental Network for Pedestrian Trajectory Prediction[C], 2024, 4970-4978.
Authors:  Su, Yuchao;  Li, Yuanman;  Wang, Wei;  Zhou, Jiantao;  Li, Xia
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2024/05/16
Cv: Applications  App: Transportation  Cv: Motion & Tracking  Cv: Motion & Tracking  Hai: Human-aware Planning And Behavior Prediction  Rob: Motion And Path Planning  
Progressive Poisoned Data Isolation for Training-Time Backdoor Defense Conference paper
Chen, Yiming, Wu, Haiwei, Zhou, Jiantao. Progressive Poisoned Data Isolation for Training-Time Backdoor Defense[C], 2024, 11425-11433.
Authors:  Chen, Yiming;  Wu, Haiwei;  Zhou, Jiantao
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2024/05/16
Ml: Privacy  
Direction-Aware Video Demoiréing with Temporal-Guided Bilateral Learning Conference paper
Xu, Shuning, Song, Binbin, Chen, Xiangyu, Zhou, Jiantao. Direction-Aware Video Demoiréing with Temporal-Guided Bilateral Learning[C]:Association for the Advancement of Artificial Intelligence, 2024, 6360-6368.
Authors:  Xu, Shuning;  Song, Binbin;  Chen, Xiangyu;  Zhou, Jiantao
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2024/05/16
Cv: Low Level & Physics-based Vision  
DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space Conference paper
Liu, Jun, Zhou, Jiantao, Zeng, Jiandian, Tian, Jinyu. DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space[C], 2024, 3666-3674.
Authors:  Liu, Jun;  Zhou, Jiantao;  Zeng, Jiandian;  Tian, Jinyu
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2024/05/16
Cv: Adversarial Attacks & Robustness  Ml: Adversarial Learning & Robustness