IEEE TPAMI

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels

Chenyu You, Weicheng Dai, Fenglin Liu, Yifei Min, Nicha C. Dvornek, Xiaoxiao Li, David A. Clifton, Lawrence Staib, James S. Duncan

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

RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning

Mushir Akhtar, M. Tanveer, Mohd. Arshad

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

LiDAR-Inertial Odometry in Dynamic Driving Scenarios using Label Consistency Detection

Zikang Yuan, Xiaoxiang Wang, Jingying Wu, Junda Cheng, Xin Yang

Comments 14 pages, submitted to TPAMI

ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting

Jingwei Guo, Kaizhu Huang, Rui Zhang, Xinping Yi

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

StyleTalk++: A Unified Framework for Controlling the Speaking Styles of Talking Heads

Suzhen Wang, Yifeng Ma, Yu Ding, Zhipeng Hu, Changjie Fan, Tangjie Lv, Zhidong Deng, Xin Yu

Comments TPAMI 2024. arXiv admin note: text overlap with arXiv:2301.01081

Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks

Matthew Kowal, Mennatullah Siam, Md Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

Comments TPAMI 2024. arXiv admin note: substantial text overlap with arXiv:2206.02846

Model Selection Through Model Sorting

Mohammad Ali Hajiani, Babak Seyfe

Comments 55 pages, 4 figures, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence, October 26, 2023

PoseScript: Linking 3D Human Poses and Natural Language

Ginger Delmas, Philippe Weinzaepfel, Thomas Lucas, Francesc Moreno-Noguer, Grégory Rogez

Comments TPAMI 2024, extended version of the ECCV 2022 paper

Disentangled Representations for Short-Term and Long-Term Person Re-Identification

Chanho Eom, Wonkyung Lee, Geon Lee, Bumsub Ham

Comments arXiv admin note: substantial text overlap with arXiv:1910.12003

Journal ref IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 44, NO. 12, DECEMBER 2022

Regularized Multi-output Gaussian Convolution Process with Domain Adaptation

Wang Xinming, Wang Chao, Song Xuan, Kirby Levi, Wu Jianguo

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 5, pp. 6142-6156, 1 May 2023

GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection

Chih-Chung Hsu, Shao-Ning Chen, Mei-Hsuan Wu, Yi-Fang Wang, Chia-Ming Lee, Yi-Shiuan Chou

Comments Submitted to TPAMI 2024

Correlation-Embedded Transformer Tracking: A Single-Branch Framework

Fei Xie, Wankou Yang, Chunyu Wang, Lei Chu, Yue Cao, Chao Ma, Wenjun Zeng

Comments Extension of SBT paper, accepted by TPAMI

An Asynchronous Linear Filter Architecture for Hybrid Event-Frame Cameras

Ziwei Wang, Yonhon Ng, Cedric Scheerlinck, Robert Mahony

Comments 17 pages, 10 figures. Date of Publication: 04 September 2023

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (Volume: 46, Issue: 2, February 2024). Page(s): 695 - 711

Guaranteed Coverage Prediction Intervals with Gaussian Process Regression

Harris Papadopoulos

Comments 12 pages. This article has been accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence. This is the author's version which has not been fully edited and content may change prior to final publication. Citation information: DOI 10.1109/TPAMI.2024.3418214

Frequency-aware Feature Fusion for Dense Image Prediction

Linwei Chen, Ying Fu, Lin Gu, Chenggang Yan, Tatsuya Harada, Gao Huang

Comments Accepted by TPAMI (2024)

UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models

Yangyang Guo, Fangkai Jiao, Zhiqi Shen, Liqiang Nie, Mohan Kankanhalli

Comments Accepted by TPAMI

EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning

Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan

Comments Published in IEEE Transactions on Pattern Analysis and Machine Intelligence

Unsupervised Part Discovery via Dual Representation Alignment

Jiahao Xia, Wenjian Huang, Min Xu, Jianguo Zhang, Haimin Zhang, Ziyu Sheng, Dong Xu

Comments Accepted by TPAMI-2024

End-to-end Autonomous Driving: Challenges and Frontiers

Li Chen, Penghao Wu, Kashyap Chitta, Bernhard Jaeger, Andreas Geiger, Hongyang Li

Comments Accepted by IEEE TPAMI

A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective

Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, Yizhou Yu

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

Deep Non-rigid Structure-from-Motion: A Sequence-to-Sequence Translation Perspective

Hui Deng, Tong Zhang, Yuchao Dai, Jiawei Shi, Yiran Zhong, Hongdong Li

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

Q-Bench+: A Benchmark for Multi-modal Foundation Models on Low-level Vision from Single Images to Pairs

Zicheng Zhang, Haoning Wu, Erli Zhang, Guangtao Zhai, Weisi Lin

Comments Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:2309.14181

A Survey on Deep Neural Network Pruning-Taxonomy, Comparison, Analysis, and Recommendations

Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi

Comments IEEE TPAMI major revision

Pair then Relation: Pair-Net for Panoptic Scene Graph Generation

Jinghao Wang, Zhengyu Wen, Xiangtai Li, Zujin Guo, Jingkang Yang, Ziwei Liu

Comments IEEE TPAMI 2024. 13 pages. Project Page: https://github.com/king159/Pair-Net

A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan

Comments 37 pages, 6 figures, 7 tables; Project page: https://github.com/KimMeen/Awesome-GNN4TS

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

Gradient Harmonization in Unsupervised Domain Adaptation

Fuxiang Huang, Suqi Song, Lei Zhang

Comments IEEE TPAMI 2024

Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation

Qing Li, Huifang Feng, Kanle Shi, Yue Gao, Yi Fang, Yu-Shen Liu, Zhizhong Han

Comments Accepted by TPAMI 2024 (extension) and CVPR 2023. Project page: https://leoqli.github.io/SHS-Net/. Code: https://github.com/LeoQLi/SHS-Net

A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific Fitting

Zhao Mingyang, Jia Xiaohong, Ma Lei, Shi Yuke, Jiang Jingen, Li Qizhai, Yan Dong-Ming, Huang Tiejun

Comments TPAMI 2024. code: https://github.com/zikai1/BayFit

PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain

Jan Weyler, Federico Magistri, Elias Marks, Yue Linn Chong, Matteo Sodano, Gianmarco Roggiolani, Nived Chebrolu, Cyrill Stachniss, Jens Behley

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

Better Understanding Differences in Attribution Methods via Systematic Evaluations

Sukrut Rao, Moritz Böhle, Bernt Schiele

Comments 35 pages, 36 figures, 2 tables, extended version of arXiv:2205.10435, IEEE Transactions on Pattern Analysis and Machine Intelligence

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 6, pp. 4090-4101, June 2024