IEEE TPAMI

Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers

Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Ian Reid, Hamid Rezatofighi

Comments This paper has been accepted as a Regular Paper in an upcoming issue of the Transactions on Pattern Analysis and Machine Intelligence (Tpami)

Rolling Shutter Inversion: Bring Rolling Shutter Images to High Framerate Global Shutter Video

Bin Fan, Yuchao Dai, Hongdong Li

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 16 Pages, 14 Figures

A Principled Design of Image Representation: Towards Forensic Tasks

Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, https://ieeexplore.ieee.org/document/9881995/

EM-driven unsupervised learning for efficient motion segmentation

Etienne Meunier, Anaïs Badoual, Patrick Bouthemy

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

Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation

Hao Tang, Philip H. S. Torr, Nicu Sebe

Comments Accepted to TPAMI, an extended version of a paper published in CVPR2019. arXiv admin note: substantial text overlap with arXiv:1904.06807

A Systematic Survey on Deep Generative Models for Graph Generation

Xiaojie Guo, Liang Zhao

Comments Accepted in TPAMI

Learning Asymmetric and Local Features in Multi-Dimensional Data through Wavelets with Recursive Partitioning

Meng Li, Li Ma

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2022) 7674-7687

SiMaN: Sign-to-Magnitude Network Binarization

Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Fei Chao, Chia-Wen Lin, Ling Shao

Comments Accepted by IEEE TPAMI, 2022

Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction

Yikai Wang, Fuchun Sun, Wenbing Huang, Fengxiang He, Dacheng Tao

Comments Accepted by TPAMI 2022. Code is available at https://github.com/yikaiw/CEN. arXiv admin note: text overlap with arXiv:2011.05005

Adversarially Robust One-class Novelty Detection

Shao-Yuan Lo, Poojan Oza, Vishal M. Patel

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022

MaxMatch: Semi-Supervised Learning with Worst-Case Consistency

Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

Comments Accepted to IEEE TPAMI

Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization

Xue Yang, Gefan Zhang, Xiaojiang Yang, Yue Zhou, Wentao Wang, Jin Tang, Tao He, Junchi Yan

Comments 19 pages, 11 figures, 16 tables, accepted by TPAMI 2022. Journal extension for GWD (ICML'21) and KLD (NeurIPS'21). arXiv admin note: text overlap with arXiv:2101.11952

Kernel-Based Generalized Median Computation for Consensus Learning

Andreas Nienkötter, Xiaoyi Jiang

Comments 17 pages, 5 figures, 7 tables

Journal ref Early Access by TPAMI 2022 (https://ieeexplore.ieee.org/document/9869722)

Class-Incremental Continual Learning into the eXtended DER-verse

Matteo Boschini, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello, Simone Calderara

Comments 23 pages, 22 figures. To appear in IEEE TPAMI

Stylized Adversarial Defense

Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

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

A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game

Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang

Comments 33 pages, https://github.com/alphaprime/Target_Attack_Rank_Aggregation

Journal ref Early Access by TPAMI 2022 (https://ieeexplore.ieee.org/document/9830042)

Sparsity-guided Network Design for Frame Interpolation

Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence. The corresponding CVPR paper can be found at arXiv:2103.10559

MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation

Zhenchao Jin, Dongdong Yu, Zehuan Yuan, Lequan Yu

Comments Accepted by TPAMI, codes are available at https://github.com/SegmentationBLWX/sssegmentation

Exploring Simple and Transferable Recognition-Aware Image Processing

Zhuang Liu, Hung-Ju Wang, Tinghui Zhou, Zhiqiang Shen, Bingyi Kang, Evan Shelhamer, Trevor Darrell

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

BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation

Fu-En Wang, Yu-Hsuan Yeh, Yi-Hsuan Tsai, Wei-Chen Chiu, Min Sun

Comments Accepted in TPAMI 2022; Code: https://github.com/fuenwang/BiFusev2

Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations

Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

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

Semi-Supervised Hierarchical Graph Classification

Jia Li, Yongfeng Huang, Heng Chang, Yu Rong

Comments Accepted by TPAMI. Journal extension of arXiv:1904.05003

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Jiankang Deng, Jia Guo, Jing Yang, Niannan Xue, Irene Kotsia, Stefanos Zafeiriou

Comments ArcFace TPAMI version

Deep Learning for Face Anti-Spoofing: A Survey

Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao

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

P2T: Pyramid Pooling Transformer for Scene Understanding

Yu-Huan Wu, Yun Liu, Xin Zhan, Ming-Ming Cheng

Comments Accepted by IEEE TPAMI

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022

A Circular Window-based Cascade Transformer for Online Action Detection

Shuqiang Cao, Weixin Luo, Bairui Wang, Wei Zhang, Lin Ma

Comments Submitted to TPAMI

Arbitrary Shape Text Detection via Segmentation with Probability Maps

Shi-Xue Zhang, Xiaobin Zhu, Lei Chen, Jie-Bo Hou, Xu-Cheng Yin

Comments Accepted by TPAMI 2022. arXiv admin note: text overlap with arXiv:1812.01393 by other authors

Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification

Haocong Rao, Chunyan Miao

Comments Submitted to TPAMI in 2021. Pleliminary version of this work has been accepted for oral presentation at IJCAI 2021. Our codes are available at https://github.com/Kali-Hac/SPC-MGR

ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild

Lumin Xu, Sheng Jin, Wentao Liu, Chen Qian, Wanli Ouyang, Ping Luo, Xiaogang Wang

Comments Accepted by TPAMI

Semi-Supervised and Unsupervised Deep Visual Learning: A Survey

Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022