CVPR

Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection

Jiang Liu, Alexander Levine, Chun Pong Lau, Rama Chellappa, Soheil Feizi

Comments CVPR 2022 camera ready

CSG0: Continual Urban Scene Generation with Zero Forgetting

Himalaya Jain, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord

Comments Published at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 Workshop on Continual Learning

Slimmable Compressive Autoencoders for Practical Neural Image Compression

Fei Yang, Luis Herranz, Yongmei Cheng, Mikhail G. Mozerov

Comments Accepted to CVPR 2021

MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries

Tianyuan Zhang, Xuanyao Chen, Yue Wang, Yilun Wang, Hang Zhao

Comments Appear on CVPR 2022 Workshop on Autonomous Driving

The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation

Zhe Wang, Jimei Yang, Charless Fowlkes

Journal ref CVPR ABAW 2022

LayoutBERT: Masked Language Layout Model for Object Insertion

Kerem Turgutlu, Sanat Sharma, Jayant Kumar

Comments 8 pages main paper, 6 pages supplemental material. Accepted to AI4CC Workshop @CVPR 2022

Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities

Fadime Sener, Dibyadip Chatterjee, Daniel Shelepov, Kun He, Dipika Singhania, Robert Wang, Angela Yao

Comments CVPR 2022, https://assembly-101.github.io/

Ditto: Building Digital Twins of Articulated Objects from Interaction

Zhenyu Jiang, Cheng-Chun Hsu, Yuke Zhu

Comments CVPR 2022 Oral. Code and additional results are available at https://ut-austin-rpl.github.io/Ditto

OSSGAN: Open-Set Semi-Supervised Image Generation

Kai Katsumata, Duc Minh Vo, Hideki Nakayama

Comments Accepted at CVPR 2022

CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification

Marcos V. Conde, Kerem Turgutlu

Comments CVPR CVFAD Workshop 2021

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, pp. 3956-3960

AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement

Canqian Yang, Meiguang Jin, Xu Jia, Yi Xu, Ying Chen

Comments Accepted by CVPR 2022

SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization

Yucheng Hang, Bin Xia, Wenming Yang, Qingmin Liao

Comments Accepted by CVPR 2022

Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation

Juncheng Li, Hanhui Yang, Qiaosi Yi, Faming Fang, Guangwei Gao, Tieyong Zeng, Guixu Zhang

Comments Accepted by CVPR Workshop 2022

Vision-Language Pre-Training for Boosting Scene Text Detectors

Sibo Song, Jianqiang Wan, Zhibo Yang, Jun Tang, Wenqing Cheng, Xiang Bai, Cong Yao

Comments Accepted by CVPR 2022

GenDR: A Generalized Differentiable Renderer

Felix Petersen, Bastian Goldluecke, Christian Borgelt, Oliver Deussen

Comments Published at CVPR 2022, Code @ https://github.com/Felix-Petersen/gendr

3D Common Corruptions and Data Augmentation

Oğuzhan Fatih Kar, Teresa Yeo, Andrei Atanov, Amir Zamir

Comments CVPR 2022 (Oral). Project website at https://3dcommoncorruptions.epfl.ch/

Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation

Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman

Comments CVPR 2022. Project page: https://vision.cs.utexas.edu/projects/zsel/

CLIP-Event: Connecting Text and Images with Event Structures

Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang

Journal ref CVPR 2022

GANORCON: Are Generative Models Useful for Few-shot Segmentation?

Oindrila Saha, Zezhou Cheng, Subhransu Maji

Comments CVPR 2022 Camera Ready Version

PokeBNN: A Binary Pursuit of Lightweight Accuracy

Yichi Zhang, Zhiru Zhang, Lukasz Lew

Comments Accepted to CVPR 2022

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation

Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, Kamal Rahimi Malekshan

Comments Accepted by CVPR 2022

GLASS: Geometric Latent Augmentation for Shape Spaces

Sanjeev Muralikrishnan, Siddhartha Chaudhuri, Noam Aigerman, Vladimir Kim, Matthew Fisher, Niloy Mitra

Comments CVPR 2022

NeurMiPs: Neural Mixture of Planar Experts for View Synthesis

Zhi-Hao Lin, Wei-Chiu Ma, Hao-Yu Hsu, Yu-Chiang Frank Wang, Shenlong Wang

Comments CVPR 2022. Project page: https://zhihao-lin.github.io/neurmips/

Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency Detection

Mingtao Feng, Kendong Liu, Liang Zhang, Hongshan Yu, Yaonan Wang, Ajmal Mian

Comments Accepted by CVPR 2022

Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape Matching

Nicolas Donati, Etienne Corman, Maks Ovsjanikov

Comments To appear in: IEEE, Conference on Computer Vision and Pattern Recognition, 2022 // Main Manuscript: 8 pages (without references), 3 figures, 3 tables // Supplementary: 4 pages, 4 figures, 1 table //

Hybrid Relation Guided Set Matching for Few-shot Action Recognition

Xiang Wang, Shiwei Zhang, Zhiwu Qing, Mingqian Tang, Zhengrong Zuo, Changxin Gao, Rong Jin, Nong Sang

Comments Accepted by CVPR-2022

Deep Generalized Unfolding Networks for Image Restoration

Chong Mou, Qian Wang, Jian Zhang

Comments Accepted by CVPR 2022

DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers

Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao

Comments CVPR 2022

Multi-Bracket High Dynamic Range Imaging with Event Cameras

Nico Messikommer, Stamatios Georgoulis, Daniel Gehrig, Stepan Tulyakov, Julius Erbach, Alfredo Bochicchio, Yuanyou Li, Davide Scaramuzza

Journal ref IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), New Orleans, 2022

Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework

Shu Zhang, Ran Xu, Caiming Xiong, Chetan Ramaiah

Comments Accepted by CVPR, 2022