Computer Vision and Pattern Recognition

Authors and titles for recent submissions

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020

Thu, 21 May 2020 (showing first 25 of 37 entries)

[1]  arXiv:2005.10243 [pdf, other]

Title: What makes for good views for contrastive learning

Authors: Yonglong Tian, Chen Sun, Ben Poole, Dilip Krishnan, Cordelia Schmid, Phillip Isola

Comments: submitted to ECCV 2020

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[2]  arXiv:2005.10229 [pdf, other]

Title: Intra- and Inter-Action Understanding via Temporal Action Parsing

Authors: Dian Shao, Yue Zhao, Bo Dai, Dahua Lin

Comments: CVPR 2020 Poster; Project page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[3]  arXiv:2005.10222 [pdf, other]

Title: Compute-Bound and Low-Bandwidth Distributed 3D Graph-SLAM

Authors: Jincheng Zhang, Andrew R. Willis, Jamie Godwin

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[4]  arXiv:2005.10220 [pdf, other]

Title: Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks

Authors: Naveen Panwar, Tarun Tater, Anush Sankaran, Senthil Mani

Comments: Added appendix with additional results

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[5]  arXiv:2005.10149 [pdf, ps, other]

Title: Discriminative Dictionary Design for Action Classification in Still Images and Videos

Authors: Abhinaba Roy, Biplab Banerjee

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[6]  arXiv:2005.10098 [pdf, other]

Title: Classification of Industrial Control Systems screenshots using Transfer Learning

Authors: Pablo Blanco Medina, Eduardo Fidalgo Fernandez, Enrique Alegre, Francisco Jáñez Martino, Roberto A. Vasco-Carofilis, Víctor Fidalgo Villar

Comments: To be published on the JNIC 2020 Conference

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[7]  arXiv:2005.10091 [pdf, other]

Title: Label Efficient Visual Abstractions for Autonomous Driving

Authors: Aseem Behl, Kashyap Chitta, Aditya Prakash, Eshed Ohn-Bar, Andreas Geiger

Comments: First two authors contributed equally, listed in alphabetical order

Subjects: Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)

[8]  arXiv:2005.10090 [pdf, other]

Title: Perceptual Hashing applied to Tor domains recognition

Authors: Rubel Biswas, Roberto A. Vasco-Carofilis, Eduardo Fidalgo Fernandez, Francisco Jáñez Martino, Pablo Blanco Medina

Comments: To be published on the JNIC 2020 Conference

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[9]  arXiv:2005.10086 [pdf, other]

Title: Classifying Suspicious Content in Tor Darknet

Authors: Eduardo Fidalgo Fernandez, Roberto Andrés Vasco Carofilis, Francisco Jáñez Martino, Pablo Blanco Medina

Comments: To be published on the JNIC 2020 Conference

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[10]  arXiv:2005.10053 [pdf, other]

Title: Map Generation from Large Scale Incomplete and Inaccurate Data Labels

Authors: Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

Comments: This paper is accepted by KDD 2020

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[11]  arXiv:2005.10033 [pdf, other]

Title: Deep learning with 4D spatio-temporal data representations for OCT-based force estimation

Authors: Nils Gessert, Marcel Bengs, Matthias Schlüter, Alexander Schlaefer

Comments: Accepted for publication in Medical Image Analysis

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[12]  arXiv:2005.09973 [pdf, other]

Title: Dynamic Refinement Network for Oriented and Densely Packed Object Detection

Authors: Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu

Comments: Accepted by CVPR 2020 as Oral

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[13]  arXiv:2005.09927 [pdf, other]

Title: Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection

Authors: Alex Bewley, Pei Sun, Thomas Mensink, Dragomir Anguelov, Cristian Sminchisescu

Comments: 20 pages

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Robotics (cs.RO)

[14]  arXiv:2005.09917 [pdf, other]

Title: Rethinking Performance Estimation in Neural Architecture Search

Authors: Xiawu Zheng, Rongrong Ji, Qiang Wang, Qixiang Ye, Zhenguo Li, Yonghong Tian, Qi Tian

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[15]  arXiv:2005.09830 [pdf, other]

Title: Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

Authors: Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Dongpu Cao, Jonathan Li, Michael A. Chapman

Comments: 21 pages, submitted to IEEE Transactions on Neural Networks and Learning Systems

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[16]  arXiv:2005.09816 [pdf, other]

Title: Relevant Region Prediction for Crowd Counting

Authors: Xinya Chen, Yanrui Bin, Changxin Gao, Nong Sang, Hao Tang

Comments: accepted by Neurocomputing

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[17]  arXiv:2005.09812 [pdf, other]

Title: Active Speakers in Context

Authors: Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem

Subjects: Computer Vision and Pattern Recognition (cs.CV); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[18]  arXiv:2005.09743 [pdf, ps, other]

Title: On Evaluating Weakly Supervised Action Segmentation Methods

Authors: Yaser Souri, Alexander Richard, Luca Minciullo, Juergen Gall

Comments: Technical Report

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[19]  arXiv:2005.09727 [pdf, other]

Title: Ventral-Dorsal Neural Networks: Object Detection via Selective Attention

Authors: Mohammad K. Ebrahimpour, Jiayun Li, Yen-Yun Yu, Jackson L. Reese, Azadeh Moghtaderi, Ming-Hsuan Yang, David C. Noelle

Comments: in Proceedings of WACV. arXiv admin note: substantial text overlap with arXiv:2005.07787

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[20]  arXiv:2005.09704 [pdf, other]

Title: Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting

Authors: Zili Yi, Qiang Tang, Shekoofeh Azizi, Daesik Jang, Zhan Xu

Comments: CVPR 2020 oral paper. 22 pages, 11 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Graphics (cs.GR)

[21]  arXiv:2005.09681 [pdf, other]

Title: Representation Learning with Fine-grained Patterns

Authors: Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Juhua Hu

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[22]  arXiv:2005.09674 [pdf, other]

Title: Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence

Authors: Meng Ding, Ting-Zhu Huang, Xi-Le Zhao, Tian-Hui Ma

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[23]  arXiv:2005.09643 [pdf]

Title: An Innovative Approach to Determine Rebar Depth and Size by Comparing GPR Data with a Theoretical Database

Authors: Zhongming Xiang, Ge Ou, Abbas Rashidi

Comments: 10 pages

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[24]  arXiv:2005.09635 [pdf, other]

Title: InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

Authors: Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

Comments: 18 pages, 18 figures, 5 tables. arXiv admin note: text overlap with arXiv:1907.10786

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[25]  arXiv:2005.09634 [pdf]

Title: Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN

Authors: George S. Baggs, Paul Guerrier, Andrew Loeb, Jason C. Jones

Subjects: Computer Vision and Pattern Recognition (cs.CV); Materials Science (cond-mat.mtrl-sci); Machine Learning (cs.LG); Machine Learning (stat.ML)

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020