IEEE TPAMI - arXivDaily 期刊&会议

2103.00229 2022-03-08 cs.LG

Neuron Coverage-Guided Domain Generalization

Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang

Comments ACCEPTED TO TPAMI

2203.02189 2022-03-07 cs.LG

Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning

Xuelong Li, Hongyuan Zhang, Rui Zhang

Comments Accepted by IEEE Transactions on Pattern Analysis And Machine Intelligence

Journal ref IEEE Transactions on Pattern Analysis And Machine Intelligence

2107.05548 2022-03-07 cs.CV eess.IV eess.SP

Multi-modality Deep Restoration of Extremely Compressed Face Videos

Xi Zhang, Xiaolin Wu

Comments Accepted by TPAMI. Extension of DAVD-Net in CVPR 2020

2107.00184 2022-03-07 cs.AI

Bilinear Scoring Function Search for Knowledge Graph Learning

Yongqi Zhang, Quanming Yao, James Tin-Yau Kwok

Comments TPAMI accepted

2203.00047 2022-03-02 cs.CV cs.LG

Local and Global GANs with Semantic-Aware Upsampling for Image Generation

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

Comments Accepted to TPAMI, an extended version of a paper published in CVPR 2020. arXiv admin note: substantial text overlap with arXiv:1912.12215

2202.09507 2022-03-01 cs.CV

PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths

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

Comments 16 pages, 17 figures. Journel extension of CVPR 2021 paper PMP-Net(arXiv:2012.03408), Accepted by TPAMI

2202.13073 2022-03-01 cs.CV

Global Instance Tracking: Locating Target More Like Humans

Shiyu Hu, Xin Zhao, Lianghua Huang, Kaiqi Huang

Comments This paper is published in IEEE TPAMI (refer to DOI). Please cite the published IEEE TPAMI

2202.12972 2022-03-01 cs.CV cs.GR cs.LG

FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment

Yuval Nirkin, Yosi Keller, Tal Hassner

Comments arXiv admin note: text overlap with arXiv:1908.05932

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

2109.02763 2022-03-01 cs.SD cs.CV eess.AS

Binaural SoundNet: Predicting Semantics, Depth and Motion with Binaural Sounds

Dengxin Dai, Arun Balajee Vasudevan, Jiri Matas, Luc Van Gool

Comments Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:2003.04210

2004.06989 2022-02-28 cs.LG cs.IT math.FA math.IT stat.ML

A function space analysis of finite neural networks with insights from sampling theory

Raja Giryes

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

2202.10304 2022-02-22 cs.CV

Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

Minghui Liao, Zhisheng Zou, Zhaoyi Wan, Cong Yao, Xiang Bai

Comments Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:1911.08947

2109.00545 2022-02-22 cs.LG cs.CV cs.CY

Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks

Xudong Shen, Yongkang Wong, Mohan Kankanhalli

Comments published in TPAMI

2102.09546 2022-02-15 cs.CV

Deep Gait Recognition: A Survey

Alireza Sepas-Moghaddam, Ali Etemad

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)

2001.09284 2022-02-15 cs.CV

Towards High Performance Low Complexity Calibration in Appearance Based Gaze Estimation

Zhaokang Chen, Bertram E. Shi

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

2202.04861 2022-02-11 cs.CV

Consistency and Diversity induced Human Motion Segmentation

Tao Zhou, Huazhu Fu, Chen Gong, Ling Shao, Fatih Porikli, Haibin Ling, Jianbing Shen

Comments This paper has been accepted by IEEE TPAMI

2202.03678 2022-02-09 cs.CV cs.GR

Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data

Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, https://doi.org/10.1109/TPAMI.2022.3147570, code: https://github.com/yiranran/QMUPD

2202.02299 2022-02-07 cs.CV

Multi-task head pose estimation in-the-wild

Roberto Valle, José Miguel Buenaposada, Luis Baumela

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2021

1907.12293 2022-02-07 cs.CL cs.AI cs.LG

A mathematical model for universal semantics

Weinan E, Yajun Zhou

Comments Main text (12 pages, 7 figures); Software Manual (ii+262 pages, 16 figures, 12 tables, available as two ancillary files). Revised according to reviewers' comments

Journal ref IEEE Trans. Pattern Anal. Mach. Intell. 44(3):1124-1132 (2022)

2001.02600 2022-02-02 cs.CV cs.GR cs.LG

Deep Learning for Free-Hand Sketch: A Survey

Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang

Comments This paper is accepted by IEEE TPAMI

2201.11632 2022-01-28 cs.CV cs.AI

Deep Video Prior for Video Consistency and Propagation

Chenyang Lei, Yazhou Xing, Hao Ouyang, Qifeng Chen

Comments Accepted by TPAMI in Dec 2021; extension of NeurIPS2020 Blind Video Temporal Consistency via Deep Video Prior. arXiv admin note: substantial text overlap with arXiv:2010.11838

2103.11357 2022-01-28 stat.ME cs.AI cs.LG stat.ML

Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation

André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Matthew McInnes, Olivia Magwood, Yusuf Sheikh, Andreas Holzinger

Comments 14 pages, 6 Figures, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

2012.03868 2022-01-28 cs.CV

End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network

Denis Coquenet, Clément Chatelain, Thierry Paquet

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

2103.12318 2022-01-21 cs.CV

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework

Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Wei Liu

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

2102.03026 2022-01-21 cs.CV eess.IV

Instance and Panoptic Segmentation Using Conditional Convolutions

Zhi Tian, Bowen Zhang, Hao Chen, Chunhua Shen

Comments Accepted to IEEE T. Pattern Analysis and Machine Intelligence (TPAMI). Extended version of arXiv:2003.05664

2201.05479 2022-01-17 cs.CV

HardBoost: Boosting Zero-Shot Learning with Hard Classes

Bo Liu, Lihua Hu, Zhanyi Hu, Qiulei Dong

Comments 15 pages, 8 figures, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence on Sep.16 2021, This work is an extended version of our CVPR2021 work----Hardness sampling for self-training based transductive zero-shot learning (arXiv:2106.00264)

2012.13095 2022-01-13 cs.CV

MobileSal: Extremely Efficient RGB-D Salient Object Detection

Yu-Huan Wu, Yun Liu, Jun Xu, Jia-Wang Bian, Yu-Chao Gu, Ming-Ming Cheng

Comments Accepted in IEEE TPAMI, 11 pages, 11 tables, 5 figures

2201.03801 2022-01-12 cs.LG cs.AI

Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019

Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Julio C. S. Jacques Junior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sebastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arbe r Zela, Yang Zhang

Comments The first three authors contributed equally; This is only a draft version

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

2104.01111 2022-01-10 cs.CV

A Comprehensive Survey of Scene Graphs: Generation and Application

Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann

Comments 25 pages

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

2109.06062 2022-01-04 cs.CV

Semantics-Guided Contrastive Network for Zero-Shot Object detection

Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng

Comments 15 pages, Accepted

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

2102.07976 2022-01-04 cs.LG cs.CV math.DS math.OC

A General Descent Aggregation Framework for Gradient-based Bi-level Optimization

Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

Comments 18 pages, accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)