IEEE TPAMI

A Survey of Self-Supervised and Few-Shot Object Detection

Gabriel Huang, Issam Laradji, David Vazquez, Simon Lacoste-Julien, Pau Rodriguez

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence. Awesome Few-Shot Object Detection (Leaderboard) at https://github.com/gabrielhuang/awesome-few-shot-object-detection

Adjacency constraint for efficient hierarchical reinforcement learning

Tianren Zhang, Shangqi Guo, Tian Tan, Xiaolin Hu, Feng Chen

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI: 10.1109/TPAMI.2022.3192418. arXiv admin note: substantial text overlap with arXiv:2006.11485

Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis

Gangming Zhao, Quanlong Feng, Chaoqi Chen, Zhen Zhou, Yizhou Yu

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

Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Da-Wei Zhou, Han-Jia Ye, Liang Ma, Di Xie, Shiliang Pu, De-Chuan Zhan

Comments Accepted to TPAMI. Code is available at: https://github.com/zhoudw-zdw/TPAMI-Limit

HoughNet: Integrating near and long-range evidence for visual detection

Nermin Samet, Samet Hicsonmez, Emre Akbas

Comments accepted to the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2007.02355

Open Long-Tailed Recognition in a Dynamic World

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. Extended version of our previous CVPR oral paper (arXiv:1904.05160)

Domain Generalization: A Survey

Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy

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

Physics to the Rescue: Deep Non-line-of-sight Reconstruction for High-speed Imaging

Fangzhou Mu, Sicheng Mo, Jiayong Peng, Xiaochun Liu, Ji Hyun Nam, Siddeshwar Raghavan, Andreas Velten, Yin Li

Comments ICCP 2022 (TPAMI Special Issue on Computational Photography). Project page: https://pages.cs.wisc.edu/~fmu/nlos3d/

End2End Occluded Face Recognition by Masking Corrupted Features

Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao

Comments Accepted by TPAMI 2021. Code is available at https://github.com/haibo-qiu/FROM

SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation

Thomas Verelst, Tinne Tuytelaars

Comments long version, 12 pages. Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Glance and Focus Networks for Dynamic Visual Recognition

Gao Huang, Yulin Wang, Kangchen Lv, Haojun Jiang, Wenhui Huang, Pengfei Qi, Shiji Song

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Journal version of arXiv:2010.05300 (NeurIPS 2020). The first two authors contributed equally

Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation

Gongjie Zhang, Zhipeng Luo, Kaiwen Cui, Shijian Lu, Eric P. Xing

Comments Accepted by T-PAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence). Codes: https://github.com/ZhangGongjie/Meta-DETR

Learning Structural Representations for Recipe Generation and Food Retrieval

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

Comments Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: substantial text overlap with arXiv:2009.00944

GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond

Kelvin C. K. Chan, Xiangyu Xu, Xintao Wang, Jinwei Gu, Chen Change Loy

Comments Accepted to TPAMI. Extension of our CVPR 2021 version: https://openaccess.thecvf.com/content/CVPR2021/html/Chan_GLEAN_Generative_Latent_Bank_for_Large-Factor_Image_Super-Resolution_CVPR_2021_paper.html?ref=https://githubhelp.com. arXiv admin note: text overlap with arXiv:2012.00739

TransCL: Transformer Makes Strong and Flexible Compressive Learning

Chong Mou, Jian Zhang

Comments Accepted by TPAMI 2022

Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem

Yudong Han, Liqiang Nie, Jianhua Yin, Jianlong Wu, Yan Yan

Comments 13 pages, 10 figures, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation

Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

Comments V1: ICCV2021(Oral), supplementary materials included V2: TPAMI(ICCV2021 SI), supplementary materials included

Entity-enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Zechao Li, Qi Tian, Qingming Huang

Comments 17 pages, 10 figures, accepted by TPAMI. arXiv admin note: text overlap with arXiv:1908.10568

Instance Shadow Detection with A Single-Stage Detector

Tianyu Wang, Xiaowei Hu, Pheng-Ann Heng, Chi-Wing Fu

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). This is the journal version of arXiv:1911.07034 and https://openaccess.thecvf.com/content/CVPR2021/papers/Wang_Single-Stage_Instance_Shadow_Detection_With_Bidirectional_Relation_Learning_CVPR_2021_paper.pdf

Few-Shot Learning with a Strong Teacher

Han-Jia Ye, Lu Ming, De-Chuan Zhan, Wei-Lun Chao

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

Tackling Over-Smoothing for General Graph Convolutional Networks

Wenbing Huang, Yu Rong, Tingyang Xu, Fuchun Sun, Junzhou Huang

Comments Submitted to TPAMI, 15 pages

On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition

Yue Song, Nicu Sebe, Wei Wang

Comments Accepted by IEEE T-PAMI

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

MCTS with Refinement for Proposals Selection Games in Scene Understanding

Sinisa Stekovic, Mahdi Rad, Alireza Moradi, Friedrich Fraundorfer, Vincent Lepetit

Comments Submitted to: TPAMI Special Section on the Best Papers of ICCV2021 GitHub Repository: https://github.com/vevenom/MonteScene. arXiv admin note: substantial text overlap with arXiv:2103.11161

DPODv2: Dense Correspondence-Based 6 DoF Pose Estimation

Ivan Shugurov, Sergey Zakharov, Slobodan Ilic

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2021

SiamMask: A Framework for Fast Online Object Tracking and Segmentation

Weiming Hu, Qiang Wang, Li Zhang, Luca Bertinetto, Philip H. S. Torr

Comments 17 pages, Accepted by TPAMI 2022. arXiv admin note: substantial text overlap with arXiv:1812.05050

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022

Permute Me Softly: Learning Soft Permutations for Graph Representations

Giannis Nikolentzos, George Dasoulas, Michalis Vazirgiannis

Comments Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence

An Intermediate-level Attack Framework on The Basis of Linear Regression

Yiwen Guo, Qizhang Li, Wangmeng Zuo, Hao Chen

Comments Accepted by TPAMI; Code is available at https://github.com/qizhangli/ila-plus-plus-lr

Trusted Multi-View Classification with Dynamic Evidential Fusion

Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou

Comments Journal version of arXiv:2102.02051. Accepted by IEEE TPAMI

Scene Graph Generation: A Comprehensive Survey

Guangming Zhu, Liang Zhang, Youliang Jiang, Yixuan Dang, Haoran Hou, Peiyi Shen, Mingtao Feng, Xia Zhao, Qiguang Miao, Syed Afaq Ali Shah, Mohammed Bennamoun

Comments Submitted to TPAMI

Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation

Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, Patrick Pérez

Comments TPAMI 2022