CVPR

Open-vocabulary Attribute Detection

María A. Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox

Comments Accepted at CVPR 2023. https://ovad-benchmark.github.io

DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors

Dogyoon Lee, Minhyeok Lee, Chajin Shin, Sangyoun Lee

Comments Accepted at CVPR 2023, Code: https://github.com/dogyoonlee/DP-NeRF, Project page: https://dogyoonlee.github.io/dpnerf/

RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes

Tak-Wai Hui

Comments Accepted to CVPR 2022 (paper is updated)

A Light Weight Model for Active Speaker Detection

Junhua Liao, Haihan Duan, Kanghui Feng, Wanbing Zhao, Yanbing Yang, Liangyin Chen

Comments Accepted by CVPR 2023

CUDA: Convolution-based Unlearnable Datasets

Vinu Sankar Sadasivan, Mahdi Soltanolkotabi, Soheil Feizi

Comments CVPR 2023

Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes

Brandon Clark, Alec Kerrigan, Parth Parag Kulkarni, Vicente Vivanco Cepeda, Mubarak Shah

Comments CVPR 2023

Interactive Cartoonization with Controllable Perceptual Factors

Namhyuk Ahn, Patrick Kwon, Jihye Back, Kibeom Hong, Seungkwon Kim

Comments CVPR 2023

Learning Imbalanced Data with Vision Transformers

Zhengzhuo Xu, Ruikang Liu, Shuo Yang, Zenghao Chai, Chun Yuan

Comments Accepted to CVPR 2023, camera-ready version; Code: https://github.com/XuZhengzhuo/LiVT

Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding

Minyoung Hwang, Jaeyeon Jeong, Minsoo Kim, Yoonseon Oh, Songhwai Oh

Comments Accepted by CVPR 2023. Project page: https://rllab-snu.github.io/projects/Meta-Explore/doc.html

Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning

Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang

Comments CVPR 2023, code will be available at https://github.com/ruiwang2021/mvd

Super-Resolution Neural Operator

Min Wei, Xuesong Zhang

Comments Accepted by CVPR 2023

Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression

Junho Kim, Byung-Kwan Lee, Yong Man Ro

Comments Accepted in CVPR 2023

Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation

Guozhen Zhang, Yuhan Zhu, Haonan Wang, Youxin Chen, Gangshan Wu, Limin Wang

Comments Accepted by CVPR 2023

TubeFormer-DeepLab: Video Mask Transformer

Dahun Kim, Jun Xie, Huiyu Wang, Siyuan Qiao, Qihang Yu, Hong-Seok Kim, Hartwig Adam, In So Kweon, Liang-Chieh Chen

Comments CVPR 2022; arXiv v2: add results on VIPSeg val/test sets and VSPW new test set

FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks

Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang

Comments CVPR 2023

Fine-Grained Classification with Noisy Labels

Qi Wei, Lei Feng, Haoliang Sun, Ren Wang, Chenhui Guo, Yilong Yin

Comments Accepted to CVPR 2023

Virtual Sparse Convolution for Multimodal 3D Object Detection

Hai Wu, Chenglu Wen, Shaoshuai Shi, Xin Li, Cheng Wang

Comments Accepted by CVPR 2023

X$^3$KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection

Marvin Klingner, Shubhankar Borse, Varun Ravi Kumar, Behnaz Rezaei, Venkatraman Narayanan, Senthil Yogamani, Fatih Porikli

Comments Accepted to CVPR 2023

Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners

Renrui Zhang, Xiangfei Hu, Bohao Li, Siyuan Huang, Hanqiu Deng, Hongsheng Li, Yu Qiao, Peng Gao

Comments Accepted by CVPR 2023. Code is available at https://github.com/ZrrSkywalker/CaFo. arXiv admin note: substantial text overlap with arXiv:2209.12255

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly

Xianghao Xu, Paul Guerrero, Matthew Fisher, Siddhartha Chaudhuri, Daniel Ritchie

Comments CVPR 2023

PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees

Jinghuai Zhang, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong

Comments CVPR 2023

Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo

Lukas Mehl, Jenny Schmalfuss, Azin Jahedi, Yaroslava Nalivayko, Andrés Bruhn

Comments CVPR 2023

Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving

Xiwen Liang, Minzhe Niu, Jianhua Han, Hang Xu, Chunjing Xu, Xiaodan Liang

Comments Accepted at CVPR 2023

Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View

Shuo Wang, Xinhai Zhao, Hai-Ming Xu, Zehui Chen, Dameng Yu, Jiahao Chang, Zhen Yang, Feng Zhao

Comments Accepted to CVPR 2023

Hierarchical discriminative learning improves visual representations of biomedical microscopy

Cheng Jiang, Xinhai Hou, Akhil Kondepudi, Asadur Chowdury, Christian W. Freudiger, Daniel A. Orringer, Honglak Lee, Todd C. Hollon

Comments CVPR 2023. Project page: https://hidisc.mlins.org

A Meta-Learning Approach to Predicting Performance and Data Requirements

Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto

Comments CVPR 2023

Post-Processing Temporal Action Detection

Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

Comments CVPR 2023; Code available at https://github.com/sauradip/GAP

Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields

Yue Chen, Xingyu Chen, Xuan Wang, Qi Zhang, Yu Guo, Ying Shan, Fei Wang

Comments Accepted to CVPR 2023

MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection

Yang Jiao, Zequn Jie, Shaoxiang Chen, Jingjing Chen, Lin Ma, Yu-Gang Jiang

Comments Accepted by CVPR 2023

Self-Distillation from the Last Mini-Batch for Consistency Regularization

Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo

Comments 10 pages

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 11943-11952