CVPR

Tracking Instances as Queries

Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Ying Shan, Bin Feng, Wenyu Liu

Comments Preprint. Work in progress

Journal ref CVPR 2021 Workshop. 2nd Place Solution for YouTube-VOS Challenge 2021: Video Instance Segmentation

Multi-resolution Outlier Pooling for Sorghum Classification

Chao Ren, Justin Dulay, Gregory Rolwes, Duke Pauli, Nadia Shakoor, Abby Stylianou

Comments CVPR 2021 Agriculture-Vision Workshop

Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing

Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh

Comments Accepted to CVPR 2021

Post-hoc Uncertainty Calibration for Domain Drift Scenarios

Christian Tomani, Sebastian Gruber, Muhammed Ebrar Erdem, Daniel Cremers, Florian Buettner

Comments In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. Code available at https://github.com/tochris/calibration-domain-drift

Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation

Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin, Ekin D. Cubuk, Quoc V. Le, Barret Zoph

Comments Accepted at CVPR 2021 (Oral)

Blur, Noise, and Compression Robust Generative Adversarial Networks

Takuhiro Kaneko, Tatsuya Harada

Comments Accepted to CVPR 2021. Project page: https://takuhirok.github.io/BNCR-GAN/

Proposal Relation Network for Temporal Action Detection

Xiang Wang, Zhiwu Qing, Ziyuan Huang, Yutong Feng, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Changxin Gao, Nong Sang

Comments CVPR-2021 ActivityNet Temporal Action Localization Challenge champion solution (1st Place)

Journal ref CVPRW-2021

Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling

Xiang Wang, Zhiwu Qing, Ziyuan Huang, Yutong Feng, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Yuanjie Shao, Nong Sang

Comments CVPR-2021 HACS Challenge - Weakly-supervised Learning Track champion solution (1st Place)

Journal ref CVPRW-2021

Mesoscopic photogrammetry with an unstabilized phone camera

Kevin C. Zhou, Colin Cooke, Jaehee Park, Ruobing Qian, Roarke Horstmeyer, Joseph A. Izatt, Sina Farsiu

Journal ref CVPR 2021

Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking

Hau Chu, Jia-Hong Lee, Yao-Chih Lee, Ching-Hsien Hsu, Jia-Da Li, Chu-Song Chen

Comments 12 pages with supplementary material; accepted to CVPR 2021 B-AMFG Workshop

SeqNetVLAD vs PointNetVLAD: Image Sequence vs 3D Point Clouds for Day-Night Place Recognition

Sourav Garg, Michael Milford

Comments Accepted to CVPR 2021 Workshop on 3D Vision and Robotics (3DVR). https://sites.google.com/view/cvpr2021-3d-vision-robotics/

Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement

Huiwen Luo, Koki Nagano, Han-Wei Kung, Mclean Goldwhite, Qingguo Xu, Zejian Wang, Lingyu Wei, Liwen Hu, Hao Li

Comments Accepted to CVPR 2021

BEyond observation: an approach for ObjectNav

Daniel V. Ruiz, Eduardo Todt

Comments Presented at the 2th Embodied AI Workshop at CVPR 2021

Photozilla: A Large-Scale Photography Dataset and Visual Embedding for 20 Photography Styles

Trisha Singhal, Junhua Liu, Lucienne T. M. Blessing, Kwan Hui Lim

Comments In the Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2021. (Poster)

Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation

Andreu Girbau, Xavier Giró-i-Nieto, Ignasi Rius, Ferran Marqués

Comments Best paper runner up on CVPR 2021 RVSU workshop

GOO: A Dataset for Gaze Object Prediction in Retail Environments

Henri Tomas, Marcus Reyes, Raimarc Dionido, Mark Ty, Jonric Mirando, Joel Casimiro, Rowel Atienza, Richard Guinto

Comments CVPR 20201 Workshop on Gaze Estimation and Prediction in the Wild (GAZE 2021)

Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food

Quin Thames, Arjun Karpur, Wade Norris, Fangting Xia, Liviu Panait, Tobias Weyand, Jack Sim

Comments 8 pages, 3 of appendices. CVPR 2021

3D Object Detection with Pointformer

Xuran Pan, Zhuofan Xia, Shiji Song, Li Erran Li, Gao Huang

Comments Accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. Code is available at https://github.com/Vladimir2506/Pointformer

Towards Long-Form Video Understanding

Chao-Yuan Wu, Philipp Krähenbühl

Comments CVPR 2021

Understanding Object Dynamics for Interactive Image-to-Video Synthesis

Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer

Comments CVPR 2021, project page available at https://bit.ly/3cxfA2L

Can poachers find animals from public camera trap images?

Sara Beery, Elizabeth Bondi

Comments CV4Animals Workshop at CVPR 2021

Neighborhood Contrastive Learning for Novel Class Discovery

Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe

Comments CVPR 2021

Solution for Large-scale Long-tailed Recognition with Noisy Labels

Yuqiao Xian, Jia-Xin Zhuang, Fufu Yu

Comments 3 pages

Journal ref CVPR 2021 AliProducts Challenge: CVPR 2021 AliProducts Challenge:Large-scale Product Recognition, Technical Report

Implementing a Detection System for COVID-19 based on Lung Ultrasound Imaging and Deep Learning

Carlos Rojas-Azabache, Karen Vilca-Janampa, Renzo Guerrero-Huayta, Dennis Núñez-Fernández

Comments Beyond Fairness Workshop at CVPR 2021

CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency

Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian

Comments IEEE CVPR 2021 paper

Unbalanced Feature Transport for Exemplar-based Image Translation

Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma, Xuansong Xie, Chunyan Miao

Comments Accepted to CVPR 2021

Humble Teachers Teach Better Students for Semi-Supervised Object Detection

Yihe Tang, Weifeng Chen, Yijun Luo, Yuting Zhang

Comments CVPR 2021 camera-ready. Code: https://github.com/lryta/HumbleTeacher

MSN: Efficient Online Mask Selection Network for Video Instance Segmentation

Vidit Goel, Jiachen Li, Shubhika Garg, Harsh Maheshwari, Humphrey Shi

Comments 3rd Place Solution to the YouTube-VIS Challenge at CVPR 2021

The Animal ID Problem: Continual Curation

Charles V. Stewart, Jason R. Parham, Jason Holmberg, Tanya Y. Berger-Wolf

Comments 4 pages, 2 figures, non-archival in 2021 CVPR workshop

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration

Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides

Comments CVPR 2021 camera-ready version. Self-supervised binary neural networks using distillation loss (5.5~15% improvement over contrastive baseline). Code is available at https://github.com/szq0214/S2-BNN