IEEE TPAMI

Invertible Diffusion Models for Compressed Sensing

Bin Chen, Zhenyu Zhang, Weiqi Li, Chen Zhao, Jiwen Yu, Shijie Zhao, Jie Chen, Jian Zhang

Comments Accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields

Xingyu Miao, Haoran Duan, Yang Bai, Tejal Shah, Jun Song, Yang Long, Rajiv Ranjan, Ling Shao

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

MINN: Learning the dynamics of differential-algebraic equations and application to battery modeling

Yicun Huang, Changfu Zou, Yang Li, Torsten Wik

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 46, Issue 12. Pages 11331 - 11344 (2024)

Glissando-Net: Deep sinGLe vIew category level poSe eStimation ANd 3D recOnstruction

Bo Sun, Hao Kang, Li Guan, Haoxiang Li, Philippos Mordohai, Gang Hua

Comments 15 pages, 13 Figures, accepted to TPAMI -- IEEE Transactions on Pattern Analysis and Machine Intelligence (2024)

PDPP: Projected Diffusion for Procedure Planning in Instructional Videos

Hanlin Wang, Yilu Wu, Sheng Guo, Limin Wang

Comments Accepted as a highlight paper at CVPR 2023. Extension accepted by TPAMI. Code and trained models are available at https://github.com/MCG-NJU/PDPP

Diffusion Models in Vision: A Survey

Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence. 25 pages, 3 figures

Enhanced Multi-Scale Cross-Attention for Person Image Generation

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

Comments Accepted to TPAMI, an extended version of a paper published in ECCV2020. arXiv admin note: substantial text overlap with arXiv:2007.09278

Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning

Yifan Zhao, Jia Li, Zeyin Song, Yonghong Tian

Comments Accepted by IEEE TPAMI

UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation

Lihe Yang, Zhen Zhao, Hengshuang Zhao

Comments Accepted by TPAMI

Multi-Head Encoding for Extreme Label Classification

Daojun Liang, Haixia Zhang, Dongfeng Yuan, Minggao Zhang

Comments 20 pages, 12 figs, Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024

Machine learning with tree tensor networks, CP rank constraints, and tensor dropout

Hao Chen, Thomas Barthel

Comments 7 pages, 8 figures; published version

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 46, 7825 (2024)

Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Mu Hu, Wei Yin, Chi Zhang, Zhipeng Cai, Xiaoxiao Long, Kaixuan Wang, Hao Chen, Gang Yu, Chunhua Shen, Shaojie Shen

Comments Our project page is at https://JUGGHM.github.io/Metric3Dv2. Accpeted to TPAMI. arXiv admin note: text overlap with arXiv:2307.10984

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 10579-10596, 2024

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion

Dong Zhang, Kwang-Ting Cheng

Comments This paper has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Instruction-Guided Scene Text Recognition

Yongkun Du, Zhineng Chen, Yuchen Su, Caiyan Jia, Yu-Gang Jiang

Comments Accepted by TPAMI

Hierarchical Banzhaf Interaction for General Video-Language Representation Learning

Peng Jin, Hao Li, Li Yuan, Shuicheng Yan, Jie Chen

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2303.14369

Finding the Right Moment: Human-Assisted Trailer Creation via Task Composition

Pinelopi Papalampidi, Frank Keller, Mirella Lapata

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 46:1, 292-304 (2024)

Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression

Shaofei Huang, Zhenwei Shen, Zehao Huang, Yue Liao, Jizhong Han, Naiyan Wang, Si Liu

Comments Published in IEEE Transactions on Pattern Analysis and Machine Intelligence

Continual Learning: Forget-free Winning Subnetworks for Video Representations

Haeyong Kang, Jaehong Yoon, Sung Ju Hwang, Chang D. Yoo

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

Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition

Yulin Wang, Haoji Zhang, Yang Yue, Shiji Song, Chao Deng, Junlan Feng, Gao Huang

Comments Accepted by IEEE TPAMI. Journal version of arXiv:2105.03245 (AdaFocusV1, ICCV 2021 Oral), arXiv:2112.14238 (AdaFocusV2, CVPR 2022), and arXiv:2209.13465 (AdaFocusV3, ECCV 2022). Code and pre-trained models: https://github.com/LeapLabTHU/Uni-AdaFocus

Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly

Hang Du, Guoshun Nan, Jiawen Qian, Wangchenhui Wu, Wendi Deng, Hanqing Mu, Zhenyan Chen, Pengxuan Mao, Xiaofeng Tao, Jun Liu

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: substantial text overlap with arXiv:2405.00181

Efficient Task Grouping Through Samplewise Optimisation Landscape Analysis

Anshul Thakur, Yichen Huang, Soheila Molaei, Yujiang Wang, David A. Clifton

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

Memories are One-to-Many Mapping Alleviators in Talking Face Generation

Anni Tang, Tianyu He, Xu Tan, Jun Ling, Li Song

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (2024). Project page: see https://memoryface.github.io

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

Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution

Ao Li, Le Zhang, Yun Liu, Ce Zhu

Comments Extended CRAFT, accepted by TPAMI

Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior

Yi Yu, Yufei Wang, Wenhan Yang, Lanqing Guo, Shijian Lu, Ling-Yu Duan, Yap-Peng Tan, Alex C. Kot

Comments Accepted by IEEE TPAMI

Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection

Hao Tang, Zechao Li, Dong Zhang, Shengfeng He, Jinhui Tang

Comments Accepted by IEEE TPAMI. Project page: https://cser-tang-hao.github.io/contrinet.html

SAGA: Surface-Aligned Gaussian Avatar

Ronghan Chen, Yang Cong, Jiayue Liu

Comments Submitted to TPAMI. Major Revision. Project page: https://gostinshell.github.io/SAGA/

Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds

Yanbiao Ma, Licheng Jiao, Fang Liu, Maoji Wen, Lingling Li, Wenping Ma, Shuyuan Yang, Xu Liu, Puhua Chen

Comments 17pages, Accepted by CVPR 2023, Submitted to TPAMI

MetaFormer Baselines for Vision

Weihao Yu, Chenyang Si, Pan Zhou, Mi Luo, Yichen Zhou, Jiashi Feng, Shuicheng Yan, Xinchao Wang

Comments Accepted to TPAMI. Code: https://github.com/sail-sg/metaformer

Self-Training Boosted Multi-Factor Matching Network for Composed Image Retrieval

Haokun Wen, Xuemeng Song, Jianhua Yin, Jianlong Wu, Weili Guan, Liqiang Nie

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 5, pp. 3665-3678, May 2024

Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos

C. Xiao, W. An, Y. Zhang, Z. Su, M. Li, W. Sheng, M. Pietikäinen, L. Liu

Comments 8 pages, 8 figures

Journal ref in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 11532-11539, Dec. 2024