IEEE TPAMI

Transferring Knowledge Distillation for Multilingual Social Event Detection

Jiaqian Ren, Hao Peng, Lei Jiang, Jia Wu, Yongxin Tong, Lihong Wang, Xu Bai, Bo Wang, Qiang Yang

Comments We withdrew this paper from TPAMI due to the long review cycle. Recently we have restudied our methods and some new great results are discovered

Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features

Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He

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

DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning

Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen

Comments DeepEMD V2, accepted by TPAMI

CoReS: Compatible Representations via Stationarity

Niccolo Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo

Comments in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023. Code: https://github.com/NiccoBiondi/cores-compatibility

Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition

Chuanguang Yang, Zhulin An, Helong Zhou, Fuzhen Zhuang, Yongjun Xu, Qian Zhan

Comments 18 pages, accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI-2023)

Reference-based Image and Video Super-Resolution via C2-Matching

Yuming Jiang, Kelvin C. K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2106.01863

Consistent 3D Hand Reconstruction in Video via self-supervised Learning

Zhigang Tu, Zhisheng Huang, Yujin Chen, Di Kang, Linchao Bao, Bisheng Yang, Junsong Yuan

Comments arXiv admin note: substantial text overlap with arXiv:2103.11703

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence. 2023

An evaluation framework for dimensionality reduction through sectional curvature

Raúl Lara-Cabrera, Ángel González-Prieto, Diego Pérez-López, Diego Trujillo, Fernando Ortega

Comments 16 pages, 4 figures, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Augmentation Pathways Network for Visual Recognition

Yalong Bai, Mohan Zhou, Wei Zhang, Bowen Zhou, Tao Mei

Comments accepted by TPAMI 2023

Co-Salient Object Detection with Co-Representation Purification

Ziyue Zhu, Zhao Zhang, Zheng Lin, Xing Sun, Ming-Ming Cheng

Comments Accepted by TPAMI 2023

Diagnosing and Preventing Instabilities in Recurrent Video Processing

Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip Torr, Ales Leonardis, Gregory Slabaugh

Journal ref in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 2, pp. 1594-1605, 1 Feb. 2023

Practical Network Acceleration with Tiny Sets: Hypothesis, Theory, and Algorithm

Guo-Hua Wang, Jianxin Wu

Comments under review for TPAMI. arXiv admin note: substantial text overlap with arXiv:2202.07861

Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions

Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng

Comments 15 pages, 8 figures

Journal ref IEEE transactions on pattern analysis and machine intelligence 2022

DROID: Driver-centric Risk Object Identification

Chengxi Li, Stanley H. Chan, Yi-Ting Chen

Comments Submitted to TPAMI

Learning to Super-Resolve Blurry Images with Events

Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia

Comments Accepted by IEEE TPAMI

Large Scale Visual Food Recognition

Weiqing Min, Zhiling Wang, Yuxin Liu, Mengjiang Luo, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Self-reinforcing Unsupervised Matching

Jiang Lu, Lei Li, Changshui Zhang

Comments 15 pages

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 8, AUGUST 2022, pp.4404-4418

Low-rank matrix completion theory via Plucker coordinates

Manolis C. Tsakiris

Comments 15 pages, added two new sections 2.4 and 2.5, resolved a long standing issue by new Theorem 4, accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Latent Class-Conditional Noise Model

Jiangchao Yao, Bo Han, Zhihan Zhou, Ya Zhang, Ivor W. Tsang

Comments Accepted by TPAMI. arXiv admin note: text overlap with arXiv:1903.02152

Fast and Robust Non-Rigid Registration Using Accelerated Majorization-Minimization

Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation

Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Code is available at https://github.com/BIT-DA/SePiCo

A Multi-body Tracking Framework - From Rigid Objects to Kinematic Structures

Manuel Stoiber, Martin Sundermeyer, Wout Boerdijk, Rudolph Triebel

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction

Wei Shen, Zelin Peng, Xuehui Wang, Huayu Wang, Jiazhong Cen, Dongsheng Jiang, Lingxi Xie, Xiaokang Yang, Qi Tian

Comments Accepted to IEEE TPAMI

Self-supervised Video-centralised Transformer for Video Face Clustering

Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic

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

Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis

Qijian Zhang, Junhui Hou, Yue Qian, Yiming Zeng, Juyong Zhang, Ying He

Comments Accepted to TPAMI

Efficient Variational Bayes Learning of Graphical Models with Smooth Structural Changes

Hang Yu, Songwei Wu, Justin Dauwels

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2023)

Audio-Visual Segmentation with Semantics

Jinxing Zhou, Xuyang Shen, Jianyuan Wang, Jiayi Zhang, Weixuan Sun, Jing Zhang, Stan Birchfield, Dan Guo, Lingpeng Kong, Meng Wang, Yiran Zhong

Comments Submitted to TPAMI as a journal extension of ECCV 2022. Jinxing Zhou, Xuyang Shen, and Jianyuan Wang contribute equally to this work. Meng Wang and Yiran Zhong are the corresponding authors. Code is available at https://github.com/OpenNLPLab/AVSBench. Online benchmark is available at http://www.avlbench.opennlplab.cn. arXiv admin note: substantial text overlap with arXiv:2207.05042

Reduced-Rank Tensor-on-Tensor Regression and Tensor-variate Analysis of Variance

Carlos Llosa-Vite, Ranjan Maitra

Comments 35 pages, 12 figures, 2 tables, 2 algorithms.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022; in press

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(2):2282-2296, 2023

A Multi-task Multi-stage Transitional Training Framework for Neural Chat Translation

Chulun Zhou, Yunlong Liang, Fandong Meng, Jie Zhou, Jinan Xu, Hongji Wang, Min Zhang, Jinsong Su

Comments 16 pages, IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning Good Features to Transfer Across Tasks and Domains

Pierluigi Zama Ramirez, Adriano Cardace, Luca De Luigi, Alessio Tonioni, Samuele Salti, Luigi Di Stefano

Comments Extended version of the paper "Learning Across Tasks and Domains" presented at ICCV 2019. Accepted at TPAMI