IEEE TPAMI

PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution

Zhijian Liu, Haotian Tang, Shengyu Zhao, Kevin Shao, Song Han

Comments Journal extension of arXiv:1907.03739 and arXiv:2007.16100 (IEEE TPAMI, 2021). The first two authors contributed equally to this work

Self-Supervised Learning of Graph Neural Networks: A Unified Review

Yaochen Xie, Zhao Xu, Jingtun Zhang, Zhengyang Wang, Shuiwang Ji

Comments Accepted by TPAMI. 26 pages, 7 figures

Cyclic Differentiable Architecture Search

Hongyuan Yu, Houwen Peng, Yan Huang, Jianlong Fu, Hao Du, Liang Wang, Haibin Ling

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

Attention in Reasoning: Dataset, Analysis, and Modeling

Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao

Comments To be published in TPAMI. arXiv admin note: substantial text overlap with arXiv:2007.14419

STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond

Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao

Comments This work has been submitted to TPAMI

Content and Style Aware Generation of Text-line Images for Handwriting Recognition

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Comments Accepted to TPAMI

Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization

Jungbeom Lee, Eunji Kim, Jisoo Mok, Sungroh Yoon

Comments IEEE TPAMI, 2022

Multiway Non-rigid Point Cloud Registration via Learned Functional Map Synchronization

Jiahui Huang, Tolga Birdal, Zan Gojcic, Leonidas J. Guibas, Shi-Min Hu

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning

Yunbo Wang, Haixu Wu, Jianjin Zhang, Zhifeng Gao, Jianmin Wang, Philip S. Yu, Mingsheng Long

Comments 17 pages, accepted by TPAMI

Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors

Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia

Comments Accepted to IEEE TPAMI

On Distinctive Image Captioning via Comparing and Reweighting

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

Comments 20 pages. arXiv admin note: substantial text overlap with arXiv:2007.06877

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

DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors

Hyungtae Lee, Heesung Kwon

Comments TPAMI publication

Journal ref in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 5, pp. 1499-1514, 1 May 2021

Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings

Jie Wang, Zhanqiu Zhang, Zhihao Shi, Jianyu Cai, Shuiwang Ji, Feng Wu

Comments Accepted to TPAMI. This work is a journal extension of our NeurIPS'20 paper arXiv:2011.05816

The Group Loss++: A deeper look into group loss for deep metric learning

Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixe

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (tPAMI), 2022. Includes supplementary material

Bayesian Image Super-Resolution with Deep Modeling of Image Statistics

Shangqi Gao, Xiahai Zhuang

Comments 45 pages

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

ROAD: The ROad event Awareness Dataset for Autonomous Driving

Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddisaravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin

Comments 29 pages, accepted at TPAMI

Journal ref TPAMI.2022.3150906

Least Squares Normalized Cross Correlation

Oliver J. Woodford

Comments Final version. Rejected from TPAMI twice

Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method

Washington Ramos, Michel Silva, Edson Araujo, Victor Moura, Keller Oliveira, Leandro Soriano Marcolino, Erickson R. Nascimento

Comments Accepted to the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022. arXiv admin note: text overlap with arXiv:2003.14229

Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models

Sam Bond-Taylor, Adam Leach, Yang Long, Chris G. Willcocks

Comments 20 pages, 9 figures, will appear in IEEE Transactions on Pattern Analysis and Machine Intelligence

Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching

Yujiao Shi, Xin Yu, Liu Liu, Dylan Campbell, Piotr Koniusz, Hongdong Li

Comments submitted to TPAMI in Jan 2021

Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery

Yujiao Shi, Dylan Campbell, Xin Yu, Hongdong Li

Comments accepted to TPAMI

Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction

Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou

Comments TPAMI camera ready (submitted: 05-May-2020); Check project page: https://github.com/barisgecer/GANFit. arXiv admin note: substantial text overlap with arXiv:1902.05978

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2021)

Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds

Haoran Zhou, Honghua Chen, Yingkui Zhang, Mingqiang Wei, Haoran Xie, Jun Wang, Tong Lu, Jing Qin, Xiao-Ping Zhang

Comments Accepted by TPAMI

Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation

Gu Wang, Fabian Manhardt, Xingyu Liu, Xiangyang Ji, Federico Tombari

Comments Accepted to TPAMI 2021, in IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:2004.06468

SphereFace Revived: Unifying Hyperspherical Face Recognition

Weiyang Liu, Yandong Wen, Bhiksha Raj, Rita Singh, Adrian Weller

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

From Big to Small: Adaptive Learning to Partial-Set Domains

Zhangjie Cao, Kaichao You, Ziyang Zhang, Jianmin Wang, Mingsheng Long

Comments accepted to TPAMI in 2022

Query-Efficient Black-box Adversarial Attacks Guided by a Transfer-based Prior

Yinpeng Dong, Shuyu Cheng, Tianyu Pang, Hang Su, Jun Zhu

Comments Accepted by IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI). The official version is at https://ieeexplore.ieee.org/document/9609659

Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction

Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

Comments Regular paper accepted at TPAMI 2020. arXiv admin note: text overlap with arXiv:1801.00524

Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking

Jin Gao, Yan Lu, Xiaojuan Qi, Yutong Kou, Bing Li, Liang Li, Shan Yu, Weiming Hu

Comments Accepted by TPAMI. Extended version of the RLS-RTMDNet tracker (CVPR2020)

A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning

Iris A. M. Huijben, Wouter Kool, Max B. Paulus, Ruud J. G. van Sloun

Comments Accepted as a survey article in IEEE TPAMI