CVPR

FS6D: Few-Shot 6D Pose Estimation of Novel Objects

Yisheng He, Yao Wang, Haoqiang Fan, Jian Sun, Qifeng Chen

Comments Accepted by CVPR 2022

Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?

Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon

Comments CVPR 2022

HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network

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

Comments also attached the supplementary material

Journal ref Computer Vision and Pattern Recognition (CVPR), 2022

Automated Progressive Learning for Efficient Training of Vision Transformers

Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang

Comments Accepted to CVPR 2022

Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning

Juncheng Li, Junlin Xie, Long Qian, Linchao Zhu, Siliang Tang, Fei Wu, Yi Yang, Yueting Zhuang, Xin Eric Wang

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022

DR.VIC: Decomposition and Reasoning for Video Individual Counting

Tao Han, Lei Bai, Junyu Gao, Qi Wang, Wanli Ouyang

Comments Accepted by CVPR 2022. [camera ready with supplement]

Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition

Junho Kim, Inwoo Hwang, Young Min Kim

Comments Accepted to CVPR 2022

MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer

Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu

Comments Accepted to CVPR 2022

HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

Wele Gedara Chaminda Bandara, Vishal M. Patel

Comments Accepted at CVPR'22. Project page: https://www.wgcban.com/research#h.ar24vwqlm021 Code available at: https://github.com/wgcban/HyperTransformer

Interactive Image Synthesis with Panoptic Layout Generation

Bo Wang, Tao Wu, Minfeng Zhu, Peng Du

Comments Accepted by CVPR 2022

Uncertainty-Aware Deep Multi-View Photometric Stereo

Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool

Comments Accepted for publication in IEEE/CVF CVPR 2022. (11 Pages, 6 Figures, 3 Tables)

Vision-Language Pre-Training with Triple Contrastive Learning

Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang

Comments CVPR 2022; code: https://github.com/uta-smile/TCL

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization

Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi

Comments Accepted by CVPR 2022

Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior

Davis Rempe, Jonah Philion, Leonidas J. Guibas, Sanja Fidler, Or Litany

Comments CVPR 2022 camera-ready

Revisiting the Transferability of Supervised Pretraining: an MLP Perspective

Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang

Comments Accepted by CVPR 2022. [camera ready with supplement]

MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions

Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem

Comments 12 Pages, 6 Figures, 7 Tables

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2022

360MonoDepth: High-Resolution 360° Monocular Depth Estimation

Manuel Rey-Area, Mingze Yuan, Christian Richardt

Comments CVPR 2022. Project page: https://manurare.github.io/360monodepth/

ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds

Georg Bökman, Fredrik Kahl, Axel Flinth

Comments CVPR 2022 camera ready

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

Yucheng Tang, Dong Yang, Wenqi Li, Holger Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh

Comments CVPR'22 Accepted Paper

Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation

Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng

Comments CVPR 2022 camera-ready version. The code is available at https://github.com/BIT-DA/RIPU

Iterative Filter Adaptive Network for Single Image Defocus Deblurring

Junyong Lee, Hyeongseok Son, Jaesung Rim, Sunghyun Cho, Seungyong Lee

Comments CVPR 2021

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 2034-2042

Structured Sparse R-CNN for Direct Scene Graph Generation

Yao Teng, Limin Wang

Comments Camera-ready version of CVPR 2022

NOC-REK: Novel Object Captioning with Retrieved Vocabulary from External Knowledge

Duc Minh Vo, Hong Chen, Akihiro Sugimoto, Hideki Nakayama

Comments Accepted at CVPR 2022

Equivariant Point Cloud Analysis via Learning Orientations for Message Passing

Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma

Comments Accepted to CVPR 2022

Structured Local Radiance Fields for Human Avatar Modeling

Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, Yebin Liu

Comments To appear in CVPR 2022

3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos

Vikram Gupta, Trisha Mittal, Puneet Mathur, Vaibhav Mishra, Mayank Maheshwari, Aniket Bera, Debdoot Mukherjee, Dinesh Manocha

Comments Accepted in CVPR 2022

SC^2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration

Zhi Chen, Kun Sun, Fan Yang, Wenbing Tao

Comments Accepted to CVPR 2022

Optimal Correction Cost for Object Detection Evaluation

Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh

Comments CVPR 2022

Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation

Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang

Comments CVPR 2022

PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition

Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang, Shang-Hong Lai

Comments CVPR 2022