CVPR

Embedding Arithmetic of Multimodal Queries for Image Retrieval

Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk

Comments accepted at O-DRUM (CVPR workshop 2022)

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation

Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy

Comments Accepted by CVPR-2022(oral); Add more experiments. Code is available at https://github.com/lxtGH/Video-K-Net

Towards Principled Disentanglement for Domain Generalization

Hanlin Zhang, Yi-Fan Zhang, Weiyang Liu, Adrian Weller, Bernhard Schölkopf, Eric P. Xing

Comments CVPR 2022 Oral

RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection

Umar Khalid, Ashkan Esmaeili, Nazmul Karim, Nazanin Rahnavard

Comments Accepted in CVPR Art of Robustness Workshop Proceedings

Egocentric Video-Language Pretraining

Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rongcheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou

Comments Accepted by NeurIPS 2022. Double champions at Ego4D and EPIC-Kitchens, CVPR 2022 challenges. 23 pages, 13 figures, 12 tables. Code: https://github.com/showlab/EgoVLP

GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation

Xingzhe He, Bastian Wandt, Helge Rhodin

Comments CVPR 2022

SqueezeNeRF: Further factorized FastNeRF for memory-efficient inference

Krishna Wadhwani, Tamaki Kojima

Comments 9 pages, 3 figures, 5 tables. Presented in the "5th Efficient Deep Learning for Computer Vision" CVPR 2022 Workshop"

AdaViT: Adaptive Tokens for Efficient Vision Transformer

Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

Comments CVPR'22 oral acceptance

Conditional Prompt Learning for Vision-Language Models

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

Comments CVPR 2022. Update: Adds results on the DOSCO (DOmain Shift in COntext) benchmark

Bridged Transformer for Vision and Point Cloud 3D Object Detection

Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao

Comments CVPR 2022

Combining Efficient and Precise Sign Language Recognition: Good pose estimation library is all you need

Matyáš Boháček, Zhuo Cao, Marek Hrúz

Comments 5 pages, 2 figures, CVPR 2022 AVA workshop extended abstract

Few-Shot Object Detection with Fully Cross-Transformer

Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang

Comments CVPR 2022 (Oral). Code is available at https://github.com/GuangxingHan/FCT

De-rendering 3D Objects in the Wild

Felix Wimbauer, Shangzhe Wu, Christian Rupprecht

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 18490-18499

Differentiable Stereopsis: Meshes from multiple views using differentiable rendering

Shubham Goel, Georgia Gkioxari, Jitendra Malik

Comments In CVPR2022. Project webpage: https://shubham-goel.github.io/ds/

Journal ref In CVPR 2022 (pp. 8635-8644)

MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge -- Motion Prediction

Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele

Comments The 1st place solution report for Waymo Motion Prediction Challenge of Workshop on Autonomous Driving of CVPR 2022

MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera

Felix Wimbauer, Nan Yang, Lukas von Stumberg, Niclas Zeller, Daniel Cremers

Comments CVPR 2021, Project page with video can be found under https://vision.in.tum.de/research/monorec. 14 pages, 10 figures, 5 tables

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 6112-6122

Dynamic Graph Message Passing Networks for Visual Recognition

Li Zhang, Mohan Chen, Anurag Arnab, Xiangyang Xue, Philip H. S. Torr

Comments PAMI extension of CVPR 2020 oral work arXiv:1908.06955

Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes

Hongsuk Choi, Gyeongsik Moon, JoonKyu Park, Kyoung Mu Lee

Comments Accepted to CVPR 2022, 16 pages including the supplementary material

Sign Language Video Retrieval with Free-Form Textual Queries

Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol

Comments In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

Dynamic Graph Message Passing Networks

Li Zhang, Dan Xu, Anurag Arnab, Philip H. S. Torr

Comments CVPR 2020 Oral

Class-Incremental Learning with Strong Pre-trained Models

Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos, Rahul Bhotika, Stefano Soatto

Comments Accepted at CVPR 2022, code is available at https://github.com/amazon-research/sp-cil

Sparsity-guided Network Design for Frame Interpolation

Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence. The corresponding CVPR paper can be found at arXiv:2103.10559

Balanced Contrastive Learning for Long-Tailed Visual Recognition

Jianggang Zhu, Zheng Wang, Jingjing Chen, Yi-Ping Phoebe Chen, Yu-Gang Jiang

Comments Accepted at CVPR 2022

Learning from All Vehicles

Dian Chen, Philipp Krähenbühl

Comments Paper accepted to CVPR 2022; Code and data available at https://github.com/dotchen/LAV

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization

Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel

Comments CVPR 2022

Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers

Lixiang Ru, Yibing Zhan, Baosheng Yu, Bo Du

Comments Accepted to CVPR 2022

Topic Detection in Continuous Sign Language Videos

Alvaro Budria, Laia Tarres, Gerard I. Gallego, Francesc Moreno-Noguer, Jordi Torres, Xavier Giro-i-Nieto

Comments Presented as an extended abstract in the "AVA: Accessibility, Vision, and Autonomy Meet" CVPR 2022 Workshop

Journal ref "AVA: Accessibility, Vision, and Autonomy Meet" CVPR 2022 Workshop

Few-Shot Font Generation by Learning Fine-Grained Local Styles

Licheng Tang, Yiyang Cai, Jiaming Liu, Zhibin Hong, Mingming Gong, Minhu Fan, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang

Comments Accepted to CVPR 2022

Ranking Neural Checkpoints

Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green, Liqiang Wang, Boqing Gong

Comments Accepted to CVPR 2021

Frame Averaging for Equivariant Shape Space Learning

Matan Atzmon, Koki Nagano, Sanja Fidler, Sameh Khamis, Yaron Lipman

Comments Accepted to CVPR 2022