IEEE TPAMI

Distilled Siamese Networks for Visual Tracking

Jianbing Shen, Yuanpei Liu, Xingping Dong, Xiankai Lu, Fahad Shahbaz Khan, Steven Hoi

Comments Accepted by IEEE T-PAMI

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12), pp.8896-8909, 1 Dec. 2022

Medical Image Segmentation Review: The success of U-Net

Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof

Comments Submitted to the IEEE Transactions on Pattern Analysis and Machine Intelligence Journal

Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds

Junbo Yin, Jianbing Shen, Xin Gao, David Crandall, Ruigang Yang

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

VLT: Vision-Language Transformer and Query Generation for Referring Segmentation

Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang

Comments TPAMI

Geodesic Models with Convexity Shape Prior

Da Chen, Jean-Marie Mirebeau, Minglei Shu, Xuecheng Tai, Laurent D. Cohen

Comments This paper has been accepted by TPAMI

Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation

Sina Honari, Victor Constantin, Helge Rhodin, Mathieu Salzmann, Pascal Fua

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

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

Aligning Source Visual and Target Language Domains for Unpaired Video Captioning

Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun

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

TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers

Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), extended version of arXiv:2105.10920

Contrastive Positive Sample Propagation along the Audio-Visual Event Line

Jinxing Zhou, Dan Guo, Meng Wang

Comments Accepted to TPAMI; Dataset and Code are available at https://github.com/jasongief/CPSP. arXiv admin note: substantial text overlap with arXiv:2104.00239

Learning to Discriminate Information for Online Action Detection: Analysis and Application

Sumin Lee, Hyunjun Eun, Jinyoung Moon, Seokeon Choi, Yoonhyung Kim, Chanho Jung, Changick Kim

Comments To appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1912.04461

Robust Point Cloud Registration Framework Based on Deep Graph Matching(TPAMI Version)

Kexue Fu, Jiazheng Luo, Xiaoyuan Luo, Shaolei Liu, Chenxi Zhang, Manning Wang

Comments accepted by TPAMI 2022. arXiv admin note: substantial text overlap with arXiv:2103.04256

AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time

Hao-Shu Fang, Jiefeng Li, Hongyang Tang, Chao Xu, Haoyi Zhu, Yuliang Xiu, Yong-Lu Li, Cewu Lu

Comments Documents for AlphaPose, accepted to TPAMI

Curriculum-based Asymmetric Multi-task Reinforcement Learning

Hanchi Huang, Deheng Ye, Li Shen, Wei Liu

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

When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark

Zhizhong Huang, Junping Zhang, Hongming Shan

Comments TPAMI 2022. arXiv admin note: substantial text overlap with arXiv:2103.01520

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

Contrastive Bayesian Analysis for Deep Metric Learning

Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning Representation for Clustering via Prototype Scattering and Positive Sampling

Zhizhong Huang, Jie Chen, Junping Zhang, Hongming Shan

Comments Accepted by TPAMI 2022

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

Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions

Fadime Sener, Rishabh Saraf, Angela Yao

Comments TPAMI 2022. arXiv admin note: text overlap with arXiv:1812.02501

Large-scale Unsupervised Semantic Segmentation

Shanghua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr

Comments Benchmark and Source Code: https://github.com/LUSSeg

Journal ref IEEE TPAMI 2022

CATs++: Boosting Cost Aggregation with Convolutions and Transformers

Seokju Cho, Sunghwan Hong, Seungryong Kim

Comments Accepted to TPAMI. Project page:https://ku-cvlab.github.io/CATs-PlusPlus-Project-Page/ arXiv admin note: text overlap with arXiv:2106.02520

Deep Learning for Instance Retrieval: A Survey

Wei Chen, Yu Liu, Weiping Wang, Erwin Bakker, Theodoros Georgiou, Paul Fieguth, Li Liu, Michael S. Lew

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

Peng Xiang, Xin Wen, Yu-Shen Liu, Yan-Pei Cao, Pengfei Wan, Wen Zheng, Zhizhong Han

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. This work is a journal extension of our ICCV 2021 paper arXiv:2108.04444 . The first two authors contributed equally

PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling

Fabien Baradel, Romain Brégier, Thibault Groueix, Philippe Weinzaepfel, Yannis Kalantidis, Grégory Rogez

Comments Accepted to TPAMI 2022

The Proxy Step-size Technique for Regularized Optimization on the Sphere Manifold

Fang Bai, Adrien Bartoli

Comments 19 pages

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

Learning Dual Memory Dictionaries for Blind Face Restoration

Xiaoming Li, Shiguang Zhang, Shangchen Zhou, Lei Zhang, Wangmeng Zuo

Comments IEEE TPAMI 2022. Code and dataset: https://github.com/csxmli2016/DMDNet

1xN Pattern for Pruning Convolutional Neural Networks

Mingbao Lin, Yuxin Zhang, Yuchao Li, Bohong Chen, Fei Chao, Mengdi Wang, Shen Li, Yonghong Tian, Rongrong Ji

Comments Accepted by IEEE TPAMI, 2022

Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning

Lang Huang, Chao Zhang, Hongyang Zhang

Comments Accepted at T-PAMI. Journal version of arXiv:2002.10319 [cs.LG] (NeurIPS2020). 22 pages, 15 figures, 13 tables

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

Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision

Yanwei Li, Hengshuang Zhao, Xiaojuan Qi, Yukang Chen, Lu Qi, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia

Comments Accepted to TPAMI. arXiv admin note: substantial text overlap with arXiv:2012.00720

Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild

Yang Xiao, Vincent Lepetit, Renaud Marlet

Comments Accepted by TPAMI, add experimental results and additional ablation studies

Class-incremental learning: survey and performance evaluation on image classification

Marc Masana, Xialei Liu, Bartlomiej Twardowski, Mikel Menta, Andrew D. Bagdanov, Joost van de Weijer

Comments Paper accepted for publication at TPAMI 2022. Code publicly available at https://github.com/mmasana/FACIL

Learning to embed semantic similarity for joint image-text retrieval

Noam Malali, Yosi Keller

Comments in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023