CVPR

Unsupervised Pre-training for Person Re-identification

Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li, Dong Chen

Comments To appear at CVPR 2021

UV-Net: Learning from Boundary Representations

Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne, Karl D. D. Willis, Thomas Davies, Hooman Shayani, Nigel Morris

Comments CVPR 2021

Achieving robustness in classification using optimal transport with hinge regularization

Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio

Comments Accepted by CVPR 2021

Discovering Multi-Hardware Mobile Models via Architecture Search

Grace Chu, Okan Arikan, Gabriel Bender, Weijun Wang, Achille Brighton, Pieter-Jan Kindermans, Hanxiao Liu, Berkin Akin, Suyog Gupta, Andrew Howard

Comments CVPR Workshop 2021

Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities

Julia Rosenzweig, Joachim Sicking, Sebastian Houben, Michael Mock, Maram Akila

Comments Under IEEE Copyright; accepted at the SAIAD (Safe Artificial Intelligence for Automated Driving) Workshop at CVPR 2021

Region-Adaptive Deformable Network for Image Quality Assessment

Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang

Comments CVPR NTIRE Workshop 2021. The first two authors contribute equally to this work. Code is available at https://github.com/IIGROUP/RADN

Skip-Convolutions for Efficient Video Processing

Amirhossein Habibian, Davide Abati, Taco S. Cohen, Babak Ehteshami Bejnordi

Comments CVPR 2021

Motion Representations for Articulated Animation

Aliaksandr Siarohin, Oliver J. Woodford, Jian Ren, Menglei Chai, Sergey Tulyakov

Journal ref CVPR 2021

Shot in the Dark: Few-Shot Learning with No Base-Class Labels

Zitian Chen, Subhransu Maji, Erik Learned-Miller

Comments Learning from Limited or Imperfect Data (L2ID) Workshop @ CVPR 2021

KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control

Tomas Jakab, Richard Tucker, Ameesh Makadia, Jiajun Wu, Noah Snavely, Angjoo Kanazawa

Comments CVPR 2021 (oral). Project page: http://tomasjakab.github.io/KeypointDeformer

Hierarchical Motion Understanding via Motion Programs

Sumith Kulal, Jiayuan Mao, Alex Aiken, Jiajun Wu

Comments CVPR 2021. First two authors contributed equally. Project page: https://sumith1896.github.io/motion2prog/

ManipulaTHOR: A Framework for Visual Object Manipulation

Kiana Ehsani, Winson Han, Alvaro Herrasti, Eli VanderBilt, Luca Weihs, Eric Kolve, Aniruddha Kembhavi, Roozbeh Mottaghi

Comments CVPR 2021 -- (Oral presentation)

Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation

Ryuhei Hamaguchi, Yasutaka Furukawa, Masaki Onishi, Ken Sakurada

Comments Accepted to CVPR 2021

Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation

Hang Zhou, Yasheng Sun, Wayne Wu, Chen Change Loy, Xiaogang Wang, Ziwei Liu

Comments Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Code and models are available at https://github.com/Hangz-nju-cuhk/Talking-Face_PC-AVS

A Strong Baseline for Vehicle Re-Identification

Su V. Huynh, Nam H. Nguyen, Ngoc T. Nguyen, Vinh TQ. Nguyen, Chau Huynh, Chuong Nguyen

Comments Accepted to CVPR Workshop 2021, 5th AI City Challenge

DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation

Xinyi Wu, Zhenyao Wu, Hao Guo, Lili Ju, Song Wang

Comments Accepted by CVPR 2021

MVFuseNet: Improving End-to-End Object Detection and Motion Forecasting through Multi-View Fusion of LiDAR Data

Ankit Laddha, Shivam Gautam, Stefan Palombo, Shreyash Pandey, Carlos Vallespi-Gonzalez

Comments Published at CVPR 2021 Workshop on Autonomous Driving

Multi-task Learning with Attention for End-to-end Autonomous Driving

Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki

Comments Accepted to CVPR 2021 Workshop on Autonomous Driving

Fourier Contour Embedding for Arbitrary-Shaped Text Detection

Yiqin Zhu, Jianyong Chen, Lingyu Liang, Zhanghui Kuang, Lianwen Jin, Wayne Zhang

Comments Accepted by CVPR 2021

Behavior-Driven Synthesis of Human Dynamics

Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer

Comments Accepted to CVPR 2021 as Poster

MetricOpt: Learning to Optimize Black-Box Evaluation Metrics

Chen Huang, Shuangfei Zhai, Pengsheng Guo, Josh Susskind

Comments CVPR 2021 (Oral), Supplementary Materials added

GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review

Alceu Bissoto, Eduardo Valle, Sandra Avila

Comments Accepted to the ISIC Skin Image Analysis Workshop @ CVPR 2021

IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay

Jian Jiang, Edoardo Cetin, Oya Celiktutan

Comments CVPR 2021 Workshop on Continual Learning

Camouflaged Object Segmentation with Distraction Mining

Haiyang Mei, Ge-Peng Ji, Ziqi Wei, Xin Yang, Xiaopeng Wei, Deng-Ping Fan

Comments CVPR 2021

Brittle Features May Help Anomaly Detection

Kimberly T. Mai, Toby Davies, Lewis D. Griffin

Comments Accepted to Women in Computer Vision workshop at CVPR (2021)

SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation

Sanghyun Son, Kyoung Mu Lee

Comments Accepted to CVPR 2021

Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis

Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Comments CVPR 2021 Workshop on Responsible Computer Vision

Multi-scale Self-calibrated Network for Image Light Source Transfer

Yuanzhi Wang, Tao Lu, Yanduo Zhang, Yuntao Wu

Comments 8 pages,4 figures

Journal ref CVPR 2021

Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition

Delian Ruan, Yan Yan, Shenqi Lai, Zhenhua Chai, Chunhua Shen, Hanzi Wang

Comments accepted to CVPR 2021

Inferring CAD Modeling Sequences Using Zone Graphs

Xianghao Xu, Wenzhe Peng, Chin-Yi Cheng, Karl D. D. Willis, Daniel Ritchie

Comments CVPR 2021