CVPR 2022

2,074 papers

GMFlow: Learning Optical Flow via Global Matching

Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao

Exploring Frequency Adversarial Attacks for Face Forgery Detection

Shuai Jia, Chao Ma, Taiping Yao, Bangjie Yin, Shouhong Ding

Multimodal Token Fusion for Vision Transformers

Yikai Wang, Xinghao Chen, Lele Cao, Wenbing Huang, Fuchun Sun

Backdoor Attacks on Self-Supervised Learning

Aniruddha Saha, Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Hamed Pirsiavash

Global Tracking Transformers

Xingyi Zhou, Tianwei Yin, Vladlen Koltun, Philipp Krähenbühl

The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization

Zeyi Huang, Haohan Wang, Dong Huang, Yong Jae Lee, Eric P. Xing

NeuralHDHair: Automatic High-Fidelity Hair Modeling From a Single Image Using Implicit Neural Representations

Keyu Wu, Yifan Ye, Lingchen Yang, Hongbo Fu, Kun Zhou

Hallucinated Neural Radiance Fields in the Wild

Xingyu Chen, Qi Zhang, Xiaoyu Li, Yue Chen, Ying Feng

TransRAC: Encoding Multi-Scale Temporal Correlation With Transformers for Repetitive Action Counting

Huazhang Hu, Sixun Dong, Yiqun Zhao, Dongze Lian, Zhengxin Li

Synthetic Generation of Face Videos With Plethysmograph Physiology

Zhen Wang, Yunhao Ba, Pradyumna Chari, Oyku Deniz Bozkurt, Gianna Brown

Efficient Video Instance Segmentation via Tracklet Query and Proposal

Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan

Motion-From-Blur: 3D Shape and Motion Estimation of Motion-Blurred Objects in Videos

Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari, Marc Pollefeys

Slot-VPS: Object-Centric Representation Learning for Video Panoptic Segmentation

Yi Zhou, Hui Zhang, Hana Lee, Shuyang Sun, Pingjun Li

Improving Subgraph Recognition With Variational Graph Information Bottleneck

Junchi Yu, Jie Cao, Ran He

Evaluation-Oriented Knowledge Distillation for Deep Face Recognition

Yuge Huang, Jiaxiang Wu, Xingkun Xu, Shouhong Ding

How Many Observations Are Enough? Knowledge Distillation for Trajectory Forecasting

Alessio Monti, Angelo Porrello, SIMONE CALDERARA, Pasquale Coscia, Lamberto Ballan

Background Activation Suppression for Weakly Supervised Object Localization

Pingyu Wu, Wei Zhai, Yang Cao

Neural Data-Dependent Transform for Learned Image Compression

Dezhao Wang, Wenhan Yang, Yueyu Hu, Jiaying Liu

AutoMine: An Unmanned Mine Dataset

Yuchen Li, Zixuan Li, Siyu Teng, Yu Zhang, Yuhang Zhou

Image Segmentation Using Text and Image Prompts

Timo Lüddecke, Alexander Ecker

3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection

Alexander Lehner, Stefano Gasperini, Alvaro Marcos-Ramiro, Michael Schmidt, Mohammad-Ali Nikouei Mahani

Subspace Adversarial Training

Tao Li, Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang

Recurring the Transformer for Video Action Recognition

Jiewen Yang, Xingbo Dong, Liujun Liu, Chao Zhang, Jiajun Shen

Knowledge Distillation via the Target-Aware Transformer

Sihao Lin, Hongwei Xie, Bing Wang, Kaicheng Yu, Xiaojun Chang

Joint Global and Local Hierarchical Priors for Learned Image Compression

Jun-Hyuk Kim, Byeongho Heo, Jong-Seok Lee

Revisiting Near/Remote Sensing With Geospatial Attention

Scott Workman, M. Usman Rafique, Hunter Blanton, Nathan Jacobs

InstaFormer: Instance-Aware Image-to-Image Translation With Transformer

Soohyun Kim, Jongbeom Baek, Jihye Park, Gyeongnyeon Kim, Seungryong Kim

Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning

Mengshun Hu, Kui Jiang, Liang Liao, Jing Xiao, Junjun Jiang

GradViT: Gradient Inversion of Vision Transformers

Ali Hatamizadeh, Hongxu Yin, Holger R. Roth, Wenqi Li, Jan Kautz

MetaFormer Is Actually What You Need for Vision

Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou

Optical Flow Estimation for Spiking Camera

Liwen Hu, Rui Zhao, Ziluo Ding, Lei Ma, Boxin Shi

Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification

Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv

WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery

N. Dinesh Reddy, Robert Tamburo, Srinivasa G. Narasimhan

Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer

Hao Jiang, Yadong Mu

DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides

Parmida Ghahremani, Joseph Marino, Ricardo Dodds, Saad Nadeem

OVE6D: Object Viewpoint Encoding for Depth-Based 6D Object Pose Estimation

Dingding Cai, Janne Heikkila, Esa Rahtu

Implicit Motion Handling for Video Camouflaged Object Detection

Xuelian Cheng, Huan Xiong, Deng-Ping Fan, Yiran Zhong, Mehrtash Harandi

Surface Representation for Point Clouds

Haoxi Ran, Jun Liu, Chengjie Wang

Rep-Net: Efficient On-Device Learning via Feature Reprogramming

Li Yang, Adnan Siraj Rakin, Deliang Fan

Neural Reflectance for Shape Recovery With Shadow Handling

Junxuan Li, Hongdong Li

Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning

Richard J. Chen, Chengkuan Chen, Yicong Li, Tiffany Y. Chen, Andrew D. Trister

Revisiting Temporal Alignment for Video Restoration

Kun Zhou, Wenbo Li, Liying Lu, Xiaoguang Han, Jiangbo Lu

Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture

Buzhen Huang, Liang Pan, Yuan Yang, Jingyi Ju, Yangang Wang

Efficient Deep Embedded Subspace Clustering

Jinyu Cai, Jicong Fan, Wenzhong Guo, Shiping Wang, Yunhe Zhang

ContrastMask: Contrastive Learning To Segment Every Thing

Xuehui Wang, KAI ZHAO, Ruixin Zhang, Shouhong Ding, Yan Wang

RayMVSNet: Learning Ray-Based 1D Implicit Fields for Accurate Multi-View Stereo

Junhua Xi, Yifei Shi, Yijie Wang, Yulan Guo, Kai Xu

Global-Aware Registration of Less-Overlap RGB-D Scans

Che Sun, Yunde Jia, Yi Guo, Yuwei Wu

DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers

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

ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation

Isabella Liu, Edward Yang, Jianyu Tao, Rui Chen, Xiaoshuai Zhang

Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images

Chengyuan Xu, Boning Dong, Noah Stier, Curtis McCully, D. Andrew Howell

General Incremental Learning With Domain-Aware Categorical Representations

Jiangwei Xie, Shipeng Yan, Xuming He

TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation

Weihua He, Kaichao You, Zhendong Qiao, Xu Jia, Ziyang Zhang

Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model

Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao

Learning Optical Flow With Kernel Patch Attention

Ao Luo, Fan Yang, Xin Li, Shuaicheng Liu

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

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

Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation

Wonhui Park, Dongkwon Jin, Chang-Su Kim

PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures

Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Bo Li

ShapeFormer: Transformer-Based Shape Completion via Sparse Representation

Xingguang Yan, Liqiang Lin, Niloy J. Mitra, Dani Lischinski, Daniel Cohen-or

The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization

M. Jehanzeb Mirza, Jakub Micorek, Horst Possegger, Horst Bischof

Text to Image Generation With Semantic-Spatial Aware GAN

Wentong Liao, Kai Hu, Michael Ying Yang, Bodo Rosenhahn

Long-Tailed Recognition via Weight Balancing

Shaden Alshammari, Yu-Xiong Wang, Deva Ramanan, Shu Kong

Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation

Rui Peng, Rongjie Wang, Zhenyu Wang, Yawen Lai, Ronggang Wang

DPICT: Deep Progressive Image Compression Using Trit-Planes

Jae-Han Lee, Seungmin Jeon, Kwang Pyo Choi, Youngo Park, Chang-Su Kim

Neural Prior for Trajectory Estimation

Chaoyang Wang, Xueqian Li, Jhony Kaesemodel Pontes, Simon Lucey

Motion-Adjustable Neural Implicit Video Representation

Long Mai, Feng Liu

Deterministic Point Cloud Registration via Novel Transformation Decomposition

Wen Chen, Haoang Li, Qiang Nie, Yun-Hui Liu

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

Fadime Sener, Dibyadip Chatterjee, Daniel Shelepov, Kun He, Dipika Singhania

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

Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation

Hanqing Wang, Wei Liang, Jianbing Shen, Luc Van Gool, Wenguan Wang

COAP: Compositional Articulated Occupancy of People

Marko Mihajlovic, Shunsuke Saito, Aayush Bansal, Michael Zollhöfer, Siyu Tang

Glass: Geometric Latent Augmentation for Shape Spaces

Sanjeev Muralikrishnan, Siddhartha Chaudhuri, Noam Aigerman, Vladimir G. Kim, Matthew Fisher

Open-Vocabulary One-Stage Detection With Hierarchical Visual-Language Knowledge Distillation

Zongyang Ma, Guan Luo, Jin Gao, Liang Li, Yuxin Chen

AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis

Zhiqin Chen, Kangxue Yin, Sanja Fidler

Learning To Memorize Feature Hallucination for One-Shot Image Generation

Yu Xie, Yanwei Fu, Ying Tai, Yun Cao, Junwei Zhu

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Decoupled Multi-Task Learning With Cyclical Self-Regulation for Face Parsing

Qingping Zheng, Jiankang Deng, Zheng Zhu, Ying Li, Stefanos Zafeiriou

Towards Robust Adaptive Object Detection Under Noisy Annotations

Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan

Exploring Structure-Aware Transformer Over Interaction Proposals for Human-Object Interaction Detection

Yong Zhang, Yingwei Pan, Ting Yao, Rui Huang, Tao Mei

Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut

Yangtao Wang, Xi SHEN, Shell Xu Hu, Yuan Yuan, James L. Crowley

Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing

Gaurav Parmar, Yijun Li, Jingwan Lu, Richard Zhang, Jun-Yan Zhu

Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation

Zhenguang Liu, Runyang Feng, Haoming Chen, Shuang Wu, Yixing Gao

Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning

Jiexi Yan, Lei Luo, Chenghao Xu, Cheng Deng, Heng Huang

PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning

Santhosh Kumar Ramakrishnan, Devendra Singh Chaplot, Ziad Al-Halah, Jitendra Malik, Kristen Grauman

Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-Robust Makeup Transfer

Shengshan Hu, Xiaogeng Liu, Yechao Zhang, Minghui Li, Leo Yu Zhang

Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment

Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu

Correlation Verification for Image Retrieval

Seongwon Lee, Hongje Seong, Suhyeon Lee, Euntai Kim

Text-to-Image Synthesis Based on Object-Guided Joint-Decoding Transformer

Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Jun Cheng

3D-Aware Image Synthesis via Learning Structural and Textural Representations

Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou

Gravitationally Lensed Black Hole Emission Tomography

Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman

Amodal Panoptic Segmentation

Rohit Mohan, Abhinav Valada

Reversible Vision Transformers

Karttikeya Mangalam, haoqi fan, Yanghao Li, Chao-Yuan Wu, Bo Xiong

Learning Deep Implicit Functions for 3D Shapes With Dynamic Code Clouds

Tianyang Li, Xin Wen, Yu-Shen Liu, Hua Su, Zhizhong Han

OW-DETR: Open-World Detection Transformer

Akshita Gupta, Sanath Narayan, K J Joseph, Salman Khan, Fahad Shahbaz Khan

HDNet: High-Resolution Dual-Domain Learning for Spectral Compressive Imaging

Xiaowan Hu, Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan

Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation

Yicong Hong, Zun Wang, Qi Wu, Stephen Gould

Part-Based Pseudo Label Refinement for Unsupervised Person Re-Identification

Yoonki Cho, Woo Jae Kim, Seunghoon Hong, Sung-eui Yoon

Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data

Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu (Richard) Chen, Leonid Karlinsky

Personalized Image Aesthetics Assessment With Rich Attributes

Yuzhe Yang, Liwu Xu, Leida Li, Nan Qie, Yaqian Li

Learning Invisible Markers for Hidden Codes in Offline-to-Online Photography

Jun Jia, Zhongpai Gao, Dandan Zhu, Xiongkuo Min, Guangtao Zhai

Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique

Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey