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FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-14 Hanlin Gu, Lixin Fan, XingXing Tang, Qiang Yang
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Real-Time CNN Training and Compression for Neural-Enhanced Adaptive Live Streaming IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-14 Seunghwa Jeong, Bumki Kim, Seunghoon Cha, Kwanggyoon Seo, Hayoung Chang, Jungjin Lee, Younghui Kim, Junyong Noh
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A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-14 Matthew Korban, Peter Youngs, Scott T. Acton
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Deep Learning for Visual Speech Analysis: A Survey IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-13 Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu
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NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-08 Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan
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Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-05 Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, Shijian Lu
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End-to-End Signal Classification in Signed Cumulative Distribution Transform Space IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-03-01 Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, Mohammad Shifat-E-Rabbi, Yan Zhuang, Gustavo K. Rohde
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ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-29 Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton
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Does Negative Sampling Matter? A Review with Insights into its Theory and Applications IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-29 Zhen Yang, Ming Ding, Tinglin Huang, Yukuo Cen, Junshuai Song, Bin Xu, Yuxiao Dong, Jie Tang
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Randomness Regularization with Simple Consistency Training for Neural Networks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-29 Juntao Li, Xiaobo Liang, Lijun Wu, Yue Wang, Qi Meng, Tao Qin, Min Zhang, Tie-Yan Liu
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BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-Based Video Colorization IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-28 Yixin Yang, Jinshan Pan, Zhongzheng Peng, Xiaoyu Du, Zhulin Tao, Jinhui Tang
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A Comprehensive Survey on Source-free Domain Adaptation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-28 Jingjing Li, Zhiqi Yu, Zhekai Du, Lei Zhu, Heng Tao Shen
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Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-28 Yongyi Su, Xun Xu, Tianrui Li, Kui Jia
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Correcting Optical Aberration via Depth-Aware Point Spread Functions IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-27 Jun Luo, Yunfeng Nie, Wenqi Ren, Xiaochun Cao, Ming-Hsuan Yang
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Source-Free Domain Adaptation With Domain Generalized Pretraining for Face Anti-Spoofing IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-27 Yuchen Liu, Yabo Chen, Wenrui Dai, Mengran Gou, Chun-Ting Huang, Hongkai Xiong
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A Comprehensive Survey of Continual Learning: Theory, Method and Application IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-26 Liyuan Wang, Xingxing Zhang, Hang Su, Jun Zhu
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Vision-Language Models for Vision Tasks: A Survey IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-26 Jingyi Zhang, Jiaxing Huang, Sheng Jin, Shijian Lu
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Probabilistic Contrastive Learning for Long-Tailed Visual Recognition IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-23 Chaoqun Du, Yulin Wang, Shiji Song, Gao Huang
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Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-23 Quan Zhang, Jianhuang Lai, Xiaohua Xie, Xiaofeng Jin, Sien Huang
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Cross-Image Pixel Contrasting for Semantic Segmentation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-22 Tianfei Zhou, Wenguan Wang
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Pose-Driven Compression for Dynamic 3D Human via Human Prior Models IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-22 Ruoke Yan, Qian Yin, Xinfeng Zhang, Qi Zhang, Gai Zhang, Siwei Ma
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Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-22 Maciej Besta, Torsten Hoefler
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HyperSOR: Context-aware Graph Hypernetwork for Salient Object Ranking IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-21 Minglang Qiao, Mai Xu, Lai Jiang, Peng Lei, Shijie Wen, Yunjin Chen, Leonid Sigal
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Property-Aware Relation Networks for Few-Shot Molecular Property Prediction IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-21 Quanming Yao, Zhenqian Shen, Yaqing Wang, Dejing Dou
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A General Spatial-Frequency Learning Framework for Multimodal Image Fusion IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-21 Man Zhou, Jie Huang, Keyu Yan, Danfeng Hong, Xiuping Jia, Jocelyn Chanussot, Chongyi Li
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Parameter-insensitive Min Cut Clustering with Flexible Size Constrains IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Feiping Nie, Fangyuan Xie, Weizhong Yu, Xuelong Li
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DynGAN: Solving Mode Collapse in GANs with Dynamic Clustering IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Yixin Luo, Zhouwang Yang
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Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Zhaodong Sun, Xiaobai Li
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Cross-Modal Federated Human Activity Recognition IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu
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A Coding Framework and Benchmark towards Low-Bitrate Video Understanding IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Yuan Tian, Guo Lu, Yichao Yan, Guangtao Zhai, Li Chen, Zhiyong Gao
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Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-focus Image Fusion: A Statistic-based Approach IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Yu Liu, Zhengzheng Qi, Juan Cheng, Xun Chen
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Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Changrui Chen, Jungong Han, Kurt Debattista
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Adaptive Perturbation for Adversarial Attack IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Zheng Yuan, Jie Zhang, Zhaoyan Jiang, Liangliang Li, Shiguang Shan
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Detecting and Grounding Multi-Modal Media Manipulation and Beyond IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Rui Shao, Tianxing Wu, Jianlong Wu, Liqiang Nie, Ziwei Liu
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Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-20 Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu
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Multi-Derivational Parsing of Vague Languages - the New Paradigm of Syntactic Pattern Recognition IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-19 Mariusz Flasiński, Janusz Jurek, Tomasz Peszek
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Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-19 Md Tauhidul Islam, Lei Xing
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From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-16 Yunan Liu, Chunpeng Wang, Mingyu Lu, Jian Yang, Jie Gui, Shanshan Zhang
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Disorder-Invariant Implicit Neural Representation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-15 Hao Zhu, Shaowen Xie, Zhen Liu, Fengyi Liu, Qi Zhang, You Zhou, Yi Lin, Zhan Ma, Xun Cao
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A Multi-Level Interpretable Sleep Stage Scoring System by Infusing Experts' Knowledge Into a Deep Network Architecture IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-15 Hamid Niknazar, Sara C. Mednick
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A Survey on Information Bottleneck IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-15 Shizhe Hu, Zhengzheng Lou, Xiaoqiang Yan, Yangdong Ye
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Robust Visual Question Answering: Datasets, Methods, and Future Challenges IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-15 Jie Ma, Pinghui Wang, Dechen Kong, Zewei Wang, Jun Liu, Hongbin Pei, Junzhou Zhao
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CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-15 Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, Mai Xu
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Chinese Title Generation for Short Videos: Dataset, Metric and Algorithm IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-14 Ziqi Zhang, Zongyang Ma, Chunfeng Yuan, Yuxin Chen, Peijin Wang, Zhongang Qi, Chenglei Hao, Bing Li, Ying Shan, Weiming Hu, Stephen Maybank
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EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-14 Chengwei Zheng, Wenbin Lin, Feng Xu
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Sequential Point Clouds: A Survey IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-14 Haiyan Wang, Yingli Tian
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SMART: Syntax-Calibrated Multi-Aspect Relation Transformer for Change Captioning IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-13 Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang
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Adversarial Attack and Defense in Deep Ranking IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-13 Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Nanning Zheng, Gang Hua
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Deep Variational Network Toward Blind Image Restoration IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-13 Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng, Kwan-Yee K. Wong
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Efficient Offline Reinforcement Learning With Relaxed Conservatism IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-12 Longyang Huang, Botao Dong, Weidong Zhang
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Editorial: Learning With Fewer Labels in Computer Vision IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-06 Li Liu, Timothy Hospedales, Yann LeCun, Mingsheng Long, Jiebo Luo, Wanli Ouyang, Matti Pietikäinen, Tinne Tuytelaars
Undoubtedly, Deep Neural Networks (DNNs), from AlexNet to ResNet to Transformer, have sparked revolutionary advancements in diverse computer vision tasks. The scale of DNNs has grown exponentially due to the rapid development of computational resources. Despite the tremendous success, DNNs typically depend on massive amounts of training data (especially the recent various foundation models) to achieve
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Multi-Person Pose Regression with Distribution-Aware Single-Stage Models IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-09 Leyan Zhu, Zitian Wang, Si Liu, Xuecheng Nie, Luoqi Liu, Bo Li
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Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-09 Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
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One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-08 Siyuan Yang, Jun Liu, Shijian Lu, Er Meng Hwa, Alex C. Kot
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Hilbert Curve Projection Distance for Distribution Comparison IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-08 Tao Li, Cheng Meng, Hongteng Xu, Jun Yu
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Self-Supervised Deep Blind Video Super-Resolution IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-08 Haoran Bai, Jinshan Pan
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Robust Audio-Visual Contrastive Learning for Proposal-based Self-supervised Sound Source Localization in Videos IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-07 Hanyu Xuan, Zhiliang Wu, Jian Yang, Bo Jiang, Lei Luo, Xavier Alameda-Pineda, Yan Yan
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Towards Inductive and Efficient Explanations for Graph Neural Networks IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-06 Dongsheng Luo, Tianxiang Zhao, Wei Cheng, Dongkuan Xu, Feng Han, Wenchao Yu, Xiao Liu, Haifeng Chen, Xiang Zhang
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Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-06 Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Risheng Yu Xiansheng Hua, Lei Zhang
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Synthetic Data in Human Analysis: A Survey IEEE Trans. Pattern Anal. Mach. Intell. (IF 23.6) Pub Date : 2024-02-06 Indu Joshi, Marcel Grimmer, Christian Rathgeb, Christoph Busch, Francois Bremond, Antitza Dantcheva