IEEE TPAMI

Graph Anomaly Detection in Time Series: A Survey

Thi Kieu Khanh Ho, Ali Karami, Narges Armanfard

机构 * McGill University（麦吉尔大学） ； Mila-Quebec AI Institute（魁北克AI研究所） 纠错

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance

Jiaxu Leng, Zhanjie Wu, Mingpi Tan, Mengjingcheng Mo, Jiankang Zheng, Qingqing Li, Ji Gan, Xinbo Gao

机构 * Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications（重庆邮电大学图像认知重点实验室） ； Guangyang Bay Laboratory, Chongqing Institute for Brain and Intelligence（重庆脑科学与智能技术研究院广阳湾实验室） 纠错

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Dual-Camera All-in-Focus Neural Radiance Fields

Xianrui Luo, Zijin Wu, Juewen Peng, Huiqiang Sun, Zhiguo Cao, Guosheng Lin

机构 * Key Laboratory of Image Processing and Intelligent Control, Ministry of Education（信息处理与智能控制重点实验室） ； School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（人工智能与自动化学院） ； Nanyang Technological University (NTU)（南洋理工大学） 纠错

Comments Published by IEEE TPAMI 2025

Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View

Dogyoon Lee, Donghyeong Kim, Jungho Lee, Minhyeok Lee, Seunghoon Lee, Sangyoun Lee

机构 * School of Electrical and Electronic Engineering, Yonsei University（延世大学电气电子工程学院） 纠错

Comments Accepted and to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Project page: https://dogyoonlee.github.io/sparsederf/

From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive Diffusion

Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Michael Felsberg, Dacheng Tao, Xuelong Li

机构 * Department of Computer Science, University of York, UK（英国约克大学计算机科学系） ； SCEE, East China Normal University, China（中国华东师范大学SCEE） ； Department of Electrical Engineering, Shanghai Jiao Tong University, China（中国上海交通大学电子工程系） ； School of Computing and Mathematical Sciences, University of Leicester, UK（英国莱斯特大学计算与数学科学学院） ； Computer Vision Laboratory, Linkoping University, Sweden（瑞典利厄浦大学计算机视觉实验室） ； College of Computing and Data Science at Nanyang Technological University, Singapore（新加坡南洋理工大学计算与数据科学学院） ； Institute of Artificial Intelligence (TeleAI) of China Telecom（中国电信人工智能研究所（TeleAI）） 纠错

Comments Accepted in TPAMI

HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning

Liyuan Wang, Jingyi Xie, Xingxing Zhang, Hang Su, Jun Zhu

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling

HanQin Cai, Longxiu Huang, Pengyu Li, Deanna Needell

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(8): 10100-10113, 2023

MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration

Zhi Jin, Yuwei Qiu, Kaihao Zhang, Hongdong Li, Wenhan Luo

Comments accepted by IEEE TPAMI

Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection

Ruoyu Chen, Hua Zhang, Jingzhi Li, Li Liu, Zhen Huang, Xiaochun Cao

Comments Accepted by T-PAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence)

End-to-end Open-vocabulary Video Visual Relationship Detection using Multi-modal Prompting

Yongqi Wang, Xinxiao Wu, Shuo Yang, Jiebo Luo

Comments Accepted by TPAMI

Anti-Forgetting Adaptation for Unsupervised Person Re-identification

Hao Chen, Francois Bremond, Nicu Sebe, Shiliang Zhang

Comments Accepted to TPAMI

Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding

Jingjing Hu, Dan Guo, Kun Li, Zhan Si, Xun Yang, Xiaojun Chang, Meng Wang

Comments Accepted to IEEE TPAMI 2025

Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition

Chong Wang, Yuanhong Chen, Fengbei Liu, Yuyuan Liu, Davis James McCarthy, Helen Frazer, Gustavo Carneiro

Comments IEEE TPAMI

Video4DGen: Enhancing Video and 4D Generation through Mutual Optimization

Yikai Wang, Guangce Liu, Xinzhou Wang, Zilong Chen, Jiafang Li, Xin Liang, Fuchun Sun, Jun Zhu

Comments Published in TPAMI 2025. Code: https://github.com/yikaiw/Vidu4D, Project page: https://video4dgen.github.io

ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery

Shijie Ma, Fei Zhu, Xu-Yao Zhang, Cheng-Lin Liu

Comments Accepted to IEEE TPAMI 2025

MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

Shenghai Yuan, Jinfa Huang, Yujun Shi, Yongqi Xu, Ruijie Zhu, Bin Lin, Xinhua Cheng, Li Yuan, Jiebo Luo

Comments TPAMI 2025

CoVR-2: Automatic Data Construction for Composed Video Retrieval

Lucas Ventura, Antoine Yang, Cordelia Schmid, Gül Varol

Comments Appears in TPAMI 2024 (DOI: 10.1109/TPAMI.2024.3463799). Journal extension of the AAAI 2024 conference paper arXiv:2308.14746v3. Project page: https://imagine.enpc.fr/~ventural/covr/

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2024)

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model

Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang

Comments Accepted by IEEE TPAMI. Project website: https://whu-sigma.github.io/HyperSIGMA

Image-to-Image Translation with Disentangled Latent Vectors for Face Editing

Yusuf Dalva, Hamza Pehlivan, Cansu Moran, Öykü Irmak Hatipoğlu, Ayşegül Dündar

Comments See https://yusufdalva.github.io/vecgan for the project webpage. arXiv admin note: substantial text overlap with arXiv:2207.03411

Journal ref IEEE Trans. Pattern Anal. Mach. Intell. 45 (2023) 14777-14788

Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba

Hongwei Ren, Yue Zhou, Jiadong Zhu, Haotian Fu, Yulong Huang, Xiaopeng Lin, Yuetong Fang, Fei Ma, Hao Yu, Bojun Cheng

Comments Accepted by TPAMI

Geometric Meta-Learning via Coupled Ricci Flow: Unifying Knowledge Representation and Quantum Entanglement

Ming Lei, Christophe Baehr

Comments 9 pages, submitted to IEEE PAMI

Computational Analysis of Stress, Depression and Engagement in Mental Health: A Survey

Puneet Kumar, Alexander Vedernikov, Yuwei Chen, Wenming Zheng, Xiaobai Li

Comments Under review in IEEE Transactions on Pattern Analysis and Machine Intelligence

MS-NeRF: Multi-Space Neural Radiance Fields

Ze-Xin Yin, Peng-Yi Jiao, Jiaxiong Qiu, Ming-Ming Cheng, Bo Ren

Comments TPAMI 2025, 18 pages, 23 figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2025

BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors

Yu Wang, Junxian Mu, Hongzhi Huang, Qilong Wang, Pengfei Zhu, Qinghua Hu

Comments 20 pages, 11 figures. Accepted by TPAMI

NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning

Bingqian Lin, Yunshuang Nie, Ziming Wei, Jiaqi Chen, Shikui Ma, Jianhua Han, Hang Xu, Xiaojun Chang, Xiaodan Liang

Comments Accepted by TPAMI 2025

GDRNPP: A Geometry-guided and Fully Learning-based Object Pose Estimator

Xingyu Liu, Ruida Zhang, Chenyangguang Zhang, Gu Wang, Jiwen Tang, Zhigang Li, Xiangyang Ji

Comments accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), code: https://github.com/shanice-l/gdrnpp_bop2022

S^2-Transformer for Mask-Aware Hyperspectral Image Reconstruction

Jiamian Wang, Kunpeng Li, Yulun Zhang, Xin Yuan, Zhiqiang Tao

Comments Accepted by TPAMI

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation

Deyi Ji, Feng Zhao, Hongtao Lu, Feng Wu, Jieping Ye

Comments Accepted to TPAMI 2025. CVPR 2022 Version: arXiv:2305.03944. arXiv admin note: text overlap with arXiv:2305.03944

Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation

Jian Liu, Wei Sun, Hui Yang, Pengchao Deng, Chongpei Liu, Nicu Sebe, Hossein Rahmani, Ajmal Mian

Comments 17 pages, 13 figures

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

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation

Deyi Ji, Haoran Wang, Mingyuan Tao, Jianqiang Huang, Xian-Sheng Hua, Hongtao Lu

Comments Accepted to CVPR 2022. Extended TPAMI 2025 Journal Version: arXiv:2503.08043