IEEE TPAMI

Rotation Equivariant Arbitrary-scale Image Super-Resolution

Qi Xie, Jiahong Fu, Zongben Xu, Deyu Meng

机构 * School of Mathematics and Statistics, Ministry of Education Key Lab of Intelligent Networks and Network Security, Xi’an Jiaotong University（数学与统计学学院， 教育部智能网络与网络安全重点实验室， 西安交通大学） ； Ministry of Education Key Lab of Intelligent Networks and Network Security, Xi’an Jiaotong University（教育部智能网络与网络安全重点实验室， 西安交通大学） ； Macao Institute of Systems Engineering, Macau University of Science and Technology（澳门系统工程研究所， 澳门科技大学） 纠错

Comments Accepted by IEEE TPAMI, code and supplementary material is available at https://github.com/XieQi2015/Equivariant-ASISR

Unified modality separation: A vision-language framework for unsupervised domain adaptation

Xinyao Li, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen

机构 * University of Electronic Science and Technology of China（电子科学与技术大学） ； Tongji University（同济大学） 纠错

Comments Accepted to TPAMI

Hulk: A Universal Knowledge Translator for Human-Centric Tasks

Yizhou Wang, Yixuan Wu, Weizhen He, Xun Guo, Feng Zhu, Lei Bai, Rui Zhao, Jian Wu, Tong He, Wanli Ouyang, Shixiang Tang

Comments Accepted by TPAMI2025

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Jul. 2025, pp. 5672-5689, vol. 47

Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection

Yang Cao, Yihan Zeng, Hang Xu, Dan Xu

机构 * Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（计算机科学与工程系，香港科技大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

Comments Code Page: NeurIPS2023" target="_blank" rel="noopener">https://github.com/yangcaoai/CoDA_NeurIPS2023 This paper is accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering

Gaochang Wu, Yuemei Zhou, Yebin Liu, Lu Fang, Tianyou Chai

机构 * State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University（合成自动化过程工业国家重点实验室，东北大学） ； Department of Automation, Tsinghua University（自动化系，清华大学） ； Department of Electronic Engineering, Tsinghua University（电子工程系，清华大学） ； Beijing National Research Center for Information Science and Technology（北京信息科学与技术国家研究中心） 纠错

Comments Accepted by IEEE TPAMI, 16 pages, 14 figures, 6 tables

Decouple before Align: Visual Disentanglement Enhances Prompt Tuning

Fei Zhang, Tianfei Zhou, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Yanfeng Wang

机构 * Cooperative Medianet Innovation Center, Shanghai Jiao Tong University（合作中位网创新中心，上海交通大学） ； School of Artificial Intelligence, Shanghai Jiao Tong University（人工智能学院，上海交通大学） ； Shanghai Innovation Institute（上海创新研究院） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Beijing Institute of Technology（北京理工大学） ； A*STAR Centre for Frontier AI Research（A*STAR前沿人工智能研究中心） 纠错

Comments 16 pages, Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Learned Off-aperture Encoding for Wide Field-of-view RGBD Imaging

Haoyu Wei, Xin Liu, Yuhui Liu, Qiang Fu, Wolfgang Heidrich, Edmund Y. Lam, Yifan Peng

Comments To be published in IEEE Transactions on Pattern Analysis and Machine Intelligence

Probabilistic Directed Distance Fields for Ray-Based Shape Representations

Tristan Aumentado-Armstrong, Stavros Tsogkas, Sven Dickinson, Allan Jepson

Comments Extension of arXiv:2112.05300. Accepted to TPAMI

Compositional Video Synthesis by Temporal Object-Centric Learning

Adil Kaan Akan, Yucel Yemez

Comments 12+21 pages, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review

Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning

Dingkang Liang, Tianrui Feng, Xin Zhou, Yumeng Zhang, Zhikang Zou, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； Baidu Inc.（百度公司） 纠错

Comments Accepted by IEEE TPAMI. The code will be made available at https://github.com/jerryfeng2003/PointGST

MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders

Baijiong Lin, Weisen Jiang, Pengguang Chen, Shu Liu, Ying-Cong Chen

机构 * Artificial Intelligence Thrust, The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）人工智能方向） ； Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（香港科技大学计算机科学与工程系） ； SmartMore Corporation Limited（SmartMore有限公司） 纠错

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval

Lorenzo Agnolucci, Alberto Baldrati, Alberto Del Bimbo, Marco Bertini

机构 * Media Integration and Communication Center (MICC), University of Florence（媒体集成与通信中心（MICC），佛罗伦萨大学） 纠错

Comments Accepted at TPAMI, extended version of the ICCV2023 paper arXiv:2303.15247

GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning

Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang

机构 * School of Computer Science and Technology, Tongji University（同济大学计算机科学与技术学院） ； School of Automotive Engineering, Tongji University（同济大学汽车工程学院） ； Faculty of Computer Science, Chemnitz University of Technology（化学工业大学计算机科学学院） ； Department of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学系） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算与数据科学学院） ； School of Computer Science and Technology, Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University（同济大学计算机科学与技术学院、教育部嵌入式系统与服务计算重点实验室） 纠错

Comments A substantial extension of the CVPR paper "Upcycling Models under Domain and Category Shift", recently accepted by IEEE-TPAMI. arXiv admin note: text overlap with arXiv:2303.07110

Benchmarking and Analyzing Generative Data for Visual Recognition

Bo Li, Haotian Liu, Liangyu Chen, Yong Jae Lee, Chunyuan Li, Ziwei Liu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Otter: A Multi-Modal Model with In-Context Instruction Tuning

Bo Li, Yuanhan Zhang, Liangyu Chen, Jinghao Wang, Fanyi Pu, Joshua Adrian Cahyono, Jingkang Yang, Ziwei Liu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Parameter-Inverted Image Pyramid Networks for Visual Perception and Multimodal Understanding

Zhaokai Wang, Xizhou Zhu, Xue Yang, Gen Luo, Hao Li, Changyao Tian, Wenhan Dou, Junqi Ge, Lewei Lu, Yu Qiao, Jifeng Dai

机构 * Shanghai Jiao Tong University（上海交通大学） ； Tsinghua University（清华大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； The Chinese University of Hong Kong（香港中文大学） ； Sensetime 纠错

Journal ref TPAMI 2025

Spatial Frequency Modulation for Semantic Segmentation

Linwei Chen, Ying Fu, Lin Gu, Dezhi Zheng, Jifeng Dai

机构 * MIIT Key Laboratory of Complex-field Intelligent Sensing, Beijing Institute of Technology, Beijing, China（信息产业部复杂场智能感知重点实验室，北京理工大学，北京，中国） ； School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China（计算机科学与技术学院，北京理工大学，北京，中国） ； RIKEN AIP, Tokyo, Japan（日本理化学研究所AIP分所，东京，日本） ； RCAST, The University of Tokyo, Tokyo, Japan（东京大学RCAST，东京，日本） ； Instrumentation and Optoelectronic Engineering, Beihang University（北航仪器与光电工程学院，北京航空航天大学） ； Department of Electronic Engineering, Tsinghua University, Beijing, China（清华大学电子工程系，北京，中国） 纠错

Comments Accept by TPAMI 2025

Efficient Visual Transformer by Learnable Token Merging

Yancheng Wang, Yingzhen Yang

机构 * School of Computing and Augmented Intelligence, Arizona State University（计算与增强智能学院，亚利桑那州立大学） 纠错

Comments Accepted by IEEE TPAMI

Epic-Sounds: A Large-scale Dataset of Actions That Sound

Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman

机构 * Visual Geometry Group, Department of Engineering Science, University of Oxford, UK（牛津大学视觉几何组） ； Department of Computer Science, University of Bristol, UK（布里斯托大学计算机科学系） ； CIIRC, Czech Technical University in Prague, Czech Republic（布拉格捷克技术大学CIIRC） 纠错

Comments Accepted at TPAMI

Temporal Feature Matters: A Framework for Diffusion Model Quantization

Yushi Huang, Ruihao Gong, Xianglong Liu, Jing Liu, Yuhang Li, Jiwen Lu, Dacheng Tao

机构 * Department of Electrical and Computer Engineering, the Hong Kong University of Science and Technology（香港科技大学电子与计算机工程系） ； State Key Laboratory of Complex & Critical Software Environment, Beihang University（北京航空航天大学复杂与关键软件环境国家重点实验室） ； Department of Information Technology, Monash University（墨尔本大学信息科技系） ； Department of Electrical Engineering, Yale University（耶鲁大学电子工程系） 纠错

Comments Accepted by TPAMI 2025. arXiv admin note: substantial text overlap with arXiv:2311.16503

Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis

Hao Tang, Ling Shao, Zhenyu Zhang, Luc Van Gool, Nicu Sebe

机构 * State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University（多媒体信息处理国家重点实验室，计算机科学学院，北京大学） ； UCAS-Terminus AI Lab, University of Chinese Academy of Sciences（中国科学院大学Terminus AI实验室，中国科学院大学） ； School of Intelligent Science and Technology, Nanjing University（智能科学与技术学院，南京大学） ； Department of Information Technology and Electrical Engineering, ETH Zurich（信息科技与电气工程系，苏黎世联邦理工学院） ； Department of Electrical Engineering, KU Leuven（电气工程系，鲁汶大学） ； INSAIT, Sofia Un.（INSAIT，索菲亚大学） ； Department of Information Engineering and Computer Science (DISI), University of Trento（信息工程与计算机科学系（DISI），特伦托大学） 纠错

Comments Accepted to TPAMI 2025

Manipulated Regions Localization For Partially Deepfake Audio: A Survey

Jiayi He, Jiangyan Yi, Jianhua Tao, Siding Zeng, Hao Gu

机构 * State Key Laboratory of Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences（多模态人工智能系统国家重点实验室，自动化研究所，中国科学院） ； Department of Automation, Tsinghua University（自动化系，清华大学） ； Department of Automation and Beijing National Research Center for Information Science and Technology, Tsinghua University（自动化系和北京信息科学与技术国家研究中心，清华大学） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Event-based Photometric Bundle Adjustment

Shuang Guo, Guillermo Gallego

机构 * Dept. of Electrical Engineering and Computer Science, Technische Universität Berlin（电气工程与计算机科学系，柏林技术大学） ； Robotics Institute Germany, Berlin, Germany（德国机器人研究所，柏林，德国） 纠错

Comments 21 pages, 19 figures, 10 tables. Project page: https://github.com/tub-rip/epba

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Event-based Stereo Depth Estimation: A Survey

Suman Ghosh, Guillermo Gallego

Comments 28 pages, 24 figures, 7 tables. Project page: https://github.com/tub-rip/EventStereoSurvey

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation

Yunhan Yang, Shuo Chen, Yukun Huang, Xiaoyang Wu, Yuan-Chen Guo, Edmund Y. Lam, Hengshuang Zhao, Tong He, Xihui Liu

机构 * The University of Hong Kong（香港大学） ； Tsinghua University（清华大学） ； Vast ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

Comments Accepted by TPAMI, extension of CVPR 2024 paper DreamComposer

Rapid Salient Object Detection with Difference Convolutional Neural Networks

Zhuo Su, Li Liu, Matthias Müller, Jiehua Zhang, Diana Wofk, Ming-Ming Cheng, Matti Pietikäinen

机构 * College of Computer Science, Nankai University（南开大学计算机科学学院） ； Center for Machine Vision and Signal Analysis (CMVS), University of Oulu（奥卢大学机器视觉与信号分析中心） ； Intel Labs（英特尔实验室） ； College of Electronic Science and Technology, NUDT（国防科技大学电子科学学院） 纠错

Comments 16 pages, accepted in TPAMI

Reliable Representation Learning for Incomplete Multi-View Missing Multi-Label Classification

Chengliang Liu, Jie Wen, Yong Xu, Bob Zhang, Liqiang Nie, Min Zhang

机构 * Shenzhen Key Laboratory of Visual Object Detection and Recognition, Harbin Institute of Technology（深圳视觉目标检测与识别重点实验室，哈尔滨工业大学） ； PAMI Research Group, Department of Computer and Information Science, University of Macau（PAMI研究组，澳门大学计算机与信息科学系） 纠错

Comments Accepted by TPAMI. Please contact me if you have any questions: liucl1996@163.com

Generalizing to New Dynamical Systems via Frequency Domain Adaptation

Tiexin Qin, Hong Yan, Haoliang Li

机构 * Department of Electrical and Engineering, City University of Hong Kong（电子工程系，香港城市大学） 纠错

Comments Accepted by TPAMI 2025

High-quality Pseudo-labeling for Point Cloud Segmentation with Scene-level Annotation

Lunhao Duan, Shanshan Zhao, Xingxing Weng, Jing Zhang, Gui-Song Xia

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院） ； JD Explore Academy（京东探索研究院） ； School of Computer Science and the School of Artificial Intelligence, Wuhan University（武汉大学计算机学院和人工智能学院） 纠错

Comments Accepted by TPAMI. Code: https://github.com/LHDuan/WSegPC

Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition

Jiang Li, Xiaoping Wang, Zhigang Zeng

机构 * School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（华中科技大学人工智能与自动化学院） ； Institute of Artificial Intelligence, Huazhong University of Science and Technology（华中科技大学人工智能研究院） ； Hubei Key Laboratory of Brain-Inspired Intelligent Systems, Huazhong University of Science and Technology（华中科技大学脑启发智能系统省重点实验室） ； Key Laboratory of Image Processing and Intelligent Control (Huazhong University of Science and Technology), Ministry of Education（图像处理与智能控制重点实验室（华中科技大学）） 纠错

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence