CVPR

StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

Ivan Skorokhodov, Sergey Tulyakov, Mohamed Elhoseiny

Comments CVPR 2022

Surface Analysis with Vision Transformers

Simon Dahan, Logan Z. J. Williams, Abdulah Fawaz, Daniel Rueckert, Emma C. Robinson

Comments 7 pages, 1 figure, accepted to Transformers for Vision (T4V) workshop at CVPR 2022. arXiv admin note: substantial text overlap with arXiv:2204.03408, arXiv:2203.16414

One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching

Khoa D. Doan, Peng Yang, Ping Li

Comments CVPR 2022

3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies

Weikai Chen, Cheng Lin, Weiyang Li, Bo Yang

Comments Accepted to CVPR 2022

iFS-RCNN: An Incremental Few-shot Instance Segmenter

Khoi Nguyen, Sinisa Todorovic

Comments Accepted to CVPR 2022

ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts

Bingqian Lin, Yi Zhu, Zicong Chen, Xiwen Liang, Jianzhuang Liu, Xiaodan Liang

Comments Accepted to CVPR 2022

V-Doc : Visual questions answers with Documents

Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han

Comments Accepted by CVPR 2022

Multiview Transformers for Video Recognition

Shen Yan, Xuehan Xiong, Anurag Arnab, Zhichao Lu, Mi Zhang, Chen Sun, Cordelia Schmid

Comments CVPR 2022; arXiv v4: update results on Epic-Kitchens-100

Simulated Adversarial Testing of Face Recognition Models

Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan Yuille, Stan Sclaroff

Comments Published at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022

Generalized Few-shot Semantic Segmentation

Zhuotao Tian, Xin Lai, Li Jiang, Shu Liu, Michelle Shu, Hengshuang Zhao, Jiaya Jia

Comments Accepted to CVPR 2022

CoRe: Color Regression for Multicolor Fashion Garments

Alexandre Rame, Arthur Douillard, Charles Ollion

Comments 6 pages,3 figures,1 table

Journal ref CVPR 2022, Workshop on Computer Vision for Fashion, Art, and Design

The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution

Ronghan Chen, Yang Cong

Comments Accepted by CVPR 2022

ShuffleMixer: An Efficient ConvNet for Image Super-Resolution

Long Sun, Jinshan Pan, Jinhui Tang

Comments Winner of the model complexity track in NTIRE2022 Efficient Super-Resolution Challenge, CVPR 2022. The code is available at https://github.com/sunny2109/MobileSR-NTIRE2022

Neural Volumetric Object Selection

Zhongzheng Ren, Aseem Agarwala, Bryan Russell, Alexander G. Schwing, Oliver Wang

Comments CVPR 2022 camera ready

From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering

Jiangtong Li, Li Niu, Liqing Zhang

Comments To appear in CVPR 2022

Neural Shape Mating: Self-Supervised Object Assembly with Adversarial Shape Priors

Yun-Chun Chen, Haoda Li, Dylan Turpin, Alec Jacobson, Animesh Garg

Comments CVPR 2022

Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving

Peixuan Li, Jieyu Jin

Comments Accepted to CVPR 2022

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation

Lingtong Kong, Boyuan Jiang, Donghao Luo, Wenqing Chu, Xiaoming Huang, Ying Tai, Chengjie Wang, Jie Yang

Comments Accepted by CVPR 2022

Fine-Grained Counting with Crowd-Sourced Supervision

Justin Kay, Catherine M. Foley, Tom Hart

Comments In Computer Vision for Animal Behavior Tracking and Modeling Workshop at CVPR 2022. 4 pages, 3 figures

Pin the Memory: Learning to Generalize Semantic Segmentation

Jin Kim, Jiyoung Lee, Jungin Park, Dongbo Min, Kwanghoon Sohn

Comments Accepted to CVPR 2022

Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction

M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen

Comments CVPR 2022

Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders

Mikaela Angelina Uy, Yen-yu Chang, Minhyuk Sung, Purvi Goel, Joseph Lambourne, Tolga Birdal, Leonidas Guibas

Comments CVPR 2022

Hallucinated Neural Radiance Fields in the Wild

Xingyu Chen, Qi Zhang, Xiaoyu Li, Yue Chen, Ying Feng, Xuan Wang, Jue Wang

Comments Accepted by CVPR 2022. Project website: https://rover-xingyu.github.io/Ha-NeRF/

Depth Estimation with Simplified Transformer

John Yang, Le An, Anurag Dixit, Jinkyu Koo, Su Inn Park

Comments Accepted for the CVPR 2022 Transformers For Vision (T4V) workshop

Future Transformer for Long-term Action Anticipation

Dayoung Gong, Joonseok Lee, Manjin Kim, Seong Jong Ha, Minsu Cho

Comments Accepted to CVPR 2022

CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao

Comments 10 pages, CVPR 2022

Looking at Creative ML Blindspots with a Sociological Lens

Katharina Burgdorf, Negar Rostamzadeh, Ramya Srinivasan, Jennifer Lena

Journal ref CVPR workshop on Ethical Considerations in Creative Applications of Computer Vision, 2022

Robustness of Humans and Machines on Object Recognition with Extreme Image Transformations

Dakarai Crowder, Girik Malik

Comments Accepted at CVPR NeuroVision Workshop

SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation

Ziyi Wang, Yongming Rao, Xumin Yu, Jie Zhou, Jiwen Lu

Comments Accepted to CVPR 2022

Continual Learning for Visual Search with Backward Consistent Feature Embedding

Timmy S. T. Wan, Jun-Cheng Chen, Tzer-Yi Wu, Chu-Song Chen

Comments 15 pages with supplementary material; accepted to CVPR 2022