CVPR

Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection

Jiachen Li, Bowen Cheng, Rogerio Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi

Comments CVPR 2021 Workshop

Unsupervised 3D Shape Completion through GAN Inversion

Junzhe Zhang, Xinyi Chen, Zhongang Cai, Liang Pan, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Bo Dai, Chen Change Loy

Comments Accepted in CVPR 2021, project webpage: https://junzhezhang.github.io/projects/ShapeInversion/

Anchor-Free Person Search

Yichao Yan, Jinpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao

Comments Accepted by CVPR 2021

2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition

Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis

Comments CVPR 2021

GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields

Michael Niemeyer, Andreas Geiger

Comments Accepted to CVPR 2021 (oral). Project page: http://bit.ly/giraffe-project

Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness

Ting-Wu Chin, Cha Zhang, Diana Marculescu

Comments 2021 IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision

Sign Segmentation with Changepoint-Modulated Pseudo-Labelling

Katrin Renz, Nicolaj C. Stache, Neil Fox, Gül Varol, Samuel Albanie

Comments Appears in: 2021 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW'21). 11 pages

Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation

Dejan Stepec, Danijel Skocaj

Comments CVPR 2021 CVMI workshop

Boosting Co-teaching with Compression Regularization for Label Noise

Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens

Comments Accepted by CVPR Workshop 2021. Project page: https://github.com/yingyichen-cyy/Nested-Co-teaching

HOTR: End-to-End Human-Object Interaction Detection with Transformers

Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim

Comments Accepted to CVPR 2021 (Oral Presentation)

Shot Contrastive Self-Supervised Learning for Scene Boundary Detection

Shixing Chen, Xiaohan Nie, David Fan, Dongqing Zhang, Vimal Bhat, Raffay Hamid

Comments Accepted to CVPR 2021

Towards Fair Federated Learning with Zero-Shot Data Augmentation

Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J Liang, Changyou Chen, Lawrence Carin

Comments Accepted by IEEE CVPR Workshop on Fair, Data Efficient And Trusted Computer Vision

FrameExit: Conditional Early Exiting for Efficient Video Recognition

Amir Ghodrati, Babak Ehteshami Bejnordi, Amirhossein Habibian

Comments CVPR 2021 | Oral paper

Efficient Regional Memory Network for Video Object Segmentation

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Shengping Zhang, Wenxiu Sun

Comments CVPR 2021

Spatially Consistent Representation Learning

Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim

Comments Accepted by CVPR 2021

Binary TTC: A Temporal Geofence for Autonomous Navigation

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

Comments To be presented at CVPR 2021

NTIRE 2021 Depth Guided Image Relighting Challenge

Majed El Helou, Ruofan Zhou, Sabine Susstrunk, Radu Timofte

Comments Code and data available on https://github.com/majedelhelou/VIDIT

Journal ref IEEE Conference on Computer Vision and Pattern Recognition Workshops 2021

Width Transfer: On the (In)variance of Width Optimization

Ting-Wu Chin, Diana Marculescu, Ari S. Morcos

Comments Full paper accepted at CVPR Workshops 2021; a 4-page abridged version is accepted at ICLR 2021 NAS Workshop

Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation

Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

Comments Accepted at CVPR 2021

Unsupervised Multi-Source Domain Adaptation for Person Re-Identification

Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding

Comments CVPR 2021 Oral

Few-Shot Classification with Feature Map Reconstruction Networks

Davis Wertheimer, Luming Tang, Bharath Hariharan

Comments Accepted to CVPR 2021. Updated to match most recent version. Code is available at https://github.com/Tsingularity/FRN

Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video

Hongsuk Choi, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee

Comments Accepted to CVPR 2021, 10 pages

Unlocking the Full Potential of Small Data with Diverse Supervision

Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert

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

Instance-wise Causal Feature Selection for Model Interpretation

Pranoy Panda, Sai Srinivas Kancheti, Vineeth N Balasubramanian

Comments 6 pages, 5 figures. Accepted at the Causality in Vision workshop, CVPR 2021

Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets

Yuan-Hong Liao, Amlan Kar, Sanja Fidler

Comments CVPR 2021 Oral

Detecting and Matching Related Objects with One Proposal Multiple Predictions

Yang Liu, Luiz G. Hafemann, Michael Jamieson, Mehrsan Javan

Comments CVPR workshop 2021

An Exploration into why Output Regularization Mitigates Label Noise

Neta Shoham, Tomer Avidor, Nadav Israel

Comments This paper will appear at CVPR 2021 workshop on learning from limited and imperfect data (L2ID)

Delving into Data: Effectively Substitute Training for Black-box Attack

Wenxuan Wang, Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue

Comments 10 pages, 6 figures, 6 tables, 1 algorithm, To appear in CVPR 2021 as a poster paper

Class-Incremental Experience Replay for Continual Learning under Concept Drift

Łukasz Korycki, Bartosz Krawczyk

Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021

Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics

Stone Yun, Alexander Wong

Comments Accepted for publication in Mobile AI (MAI) Workshop 2021 at CVPR