CVPR 2022

2,074 papers

Oriented RepPoints for Aerial Object Detection

Wentong Li, Yijie Chen, Kaixuan Hu, Jianke Zhu

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning

Shiming Chen, Ziming Hong, Guo-sen Xie, Wenhan Yang, Qinmu Peng

Learning Modal-Invariant and Temporal-Memory for Video-Based Visible-Infrared Person Re-Identification

Xinyu Lin, Jinxing Li, Zeyu Ma, Huafeng Li, Shuang Li

BokehMe: When Neural Rendering Meets Classical Rendering

Juewen Peng, Zhiguo Cao, Xianrui Luo, Hao Lu, Ke Xian

GrainSpace: A Large-Scale Dataset for Fine-Grained and Domain-Adaptive Recognition of Cereal Grains

Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco

End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection

Congcong Li, Xinyao Wang, Longyin Wen, Dexiang Hong, Tiejian Luo

MPC: Multi-View Probabilistic Clustering

Junjie Liu, Junlong Liu, Shaotian Yan, Rongxin Jiang, Xiang Tian

Autoregressive Image Generation Using Residual Quantization

Doyup Lee, Chiheon Kim, Saehoon Kim, Minsu Cho, Wook-Shin Han

Global Tracking via Ensemble of Local Trackers

Zikun Zhou, Jianqiu Chen, Wenjie Pei, Kaige Mao, Hongpeng Wang

Aesthetic Text Logo Synthesis via Content-Aware Layout Inferring

Yizhi Wang, Guo Pu, Wenhan Luo, Yexin Wang, Pengfei Xiong

Label, Verify, Correct: A Simple Few Shot Object Detection Method

Prannay Kaul, Weidi Xie, Andrew Zisserman

Large-Scale Video Panoptic Segmentation in the Wild: A Benchmark

Jiaxu Miao, Xiaohan Wang, Yu Wu, Wei Li, Xu Zhang

A Conservative Approach for Unbiased Learning on Unknown Biases

Myeongho Jeon, Daekyung Kim, Woochul Lee, Myungjoo Kang, Joonseok Lee

Towards Practical Certifiable Patch Defense With Vision Transformer

Zhaoyu Chen, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding

Differentiable Stereopsis: Meshes From Multiple Views Using Differentiable Rendering

Shubham Goel, Georgia Gkioxari, Jitendra Malik

MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound

Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao

Investigating Tradeoffs in Real-World Video Super-Resolution

Kelvin C.K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy

High Quality Segmentation for Ultra High-Resolution Images

Tiancheng Shen, Yuechen Zhang, Lu Qi, Jason Kuen, Xingyu Xie

Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning

Dahyun Kim, Jonghyun Choi

DLFormer: Discrete Latent Transformer for Video Inpainting

Jingjing Ren, Qingqing Zheng, Yuanyuan Zhao, Xuemiao Xu, Chen Li

Computing Wasserstein-p Distance Between Images With Linear Cost

Yidong Chen, Chen Li, Zhonghua Lu

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning

Jongin Lim, Sangdoo Yun, Seulki Park, Jin Young Choi

Lifelong Graph Learning

Chen Wang, Yuheng Qiu, Dasong Gao, Sebastian Scherer

HL-Net: Heterophily Learning Network for Scene Graph Generation

Xin lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao

AnyFace: Free-Style Text-To-Face Synthesis and Manipulation

Jianxin Sun, Qiyao Deng, Qi Li, Muyi Sun, Min Ren

Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation

Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin

Panoptic SegFormer: Delving Deeper Into Panoptic Segmentation With Transformers

Zhiqi Li, Wenhai Wang, Enze Xie, Zhiding Yu, Anima Anandkumar

Towards Understanding Adversarial Robustness of Optical Flow Networks

Simon Schrodi, Tonmoy Saikia, Thomas Brox

ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues

Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai

Transformer Tracking With Cyclic Shifting Window Attention

Zikai Song, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang

Frame Averaging for Equivariant Shape Space Learning

Matan Atzmon, Koki Nagano, Sanja Fidler, Sameh Khamis, Yaron Lipman

PCA-Based Knowledge Distillation Towards Lightweight and Content-Style Balanced Photorealistic Style Transfer Models

Tai-Yin Chiu, Danna Gurari

Knowledge Distillation: A Good Teacher Is Patient and Consistent

Lucas Beyer, Xiaohua Zhai, Amelie Royer, Larisa Markeeva, Rohan Anil

BARC: Learning To Regress 3D Dog Shape From Images by Exploiting Breed Information

Nadine Rüegg, Silvia Zuffi, Konrad Schindler, Michael J. Black

Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory

Sangmin Lee, Hyung-Il Kim, Yong Man Ro

Continual Predictive Learning From Videos

Geng Chen, Wendong Zhang, Han Lu, Siyu Gao, Yunbo Wang

Semi-Supervised Video Paragraph Grounding With Contrastive Encoder

Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao

Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading

Ganchao Tan, Yang Wang, Han Han, Yang Cao, Feng Wu

Structured Sparse R-CNN for Direct Scene Graph Generation

Yao Teng, Limin Wang

Multi-View Transformer for 3D Visual Grounding

Shijia Huang, Yilun Chen, Jiaya Jia, Liwei Wang

Coupled Iterative Refinement for 6D Multi-Object Pose Estimation

Lahav Lipson, Zachary Teed, Ankit Goyal, Jia Deng

Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction

Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen

P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision

He Zhao, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Richard P. Wildes

Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation

Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction With Relational Reasoning

Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation

Tao Feng, Mang Wang, Hangjie Yuan

A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos

Hanyu Xuan, Zhiliang Wu, Jian Yang, Yan Yan, Xavier Alameda-Pineda

Cross Domain Object Detection by Target-Perceived Dual Branch Distillation

Mengzhe He, Yali Wang, Jiaxi Wu, Yiru Wang, Hanqing Li

Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent From the Decision Boundary Perspective

Gowthami Somepalli, Liam Fowl, Arpit Bansal, Ping Yeh-Chiang, Yehuda Dar

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

Vikram Gupta, Trisha Mittal, Puneet Mathur, Vaibhav Mishra, Mayank Maheshwari

M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer

Jinseong Jang, Dosik Hwang

Deep Hyperspectral-Depth Reconstruction Using Single Color-Dot Projection

Chunyu Li, Yusuke Monno, Masatoshi Okutomi

Neural Architecture Search With Representation Mutual Information

Xiawu Zheng, Xiang Fei, Lei Zhang, Chenglin Wu, Fei Chao

BoxeR: Box-Attention for 2D and 3D Transformers

Duy-Kien Nguyen, Jihong Ju, Olaf Booij, Martin R. Oswald, Cees G. M. Snoek

Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization

Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen

Neural Mesh Simplification

Rolandos Alexandros Potamias, Stylianos Ploumpis, Stefanos Zafeiriou

SphereSR: 360deg Image Super-Resolution With Arbitrary Projection via Continuous Spherical Image Representation

Youngho Yoon, Inchul Chung, Lin Wang, Kuk-Jin Yoon

Lagrange Motion Analysis and View Embeddings for Improved Gait Recognition

Tianrui Chai, Annan Li, Shaoxiong Zhang, Zilong Li, Yunhong Wang

Mutual Quantization for Cross-Modal Search With Noisy Labels

Erkun Yang, Dongren Yao, Tongliang Liu, Cheng Deng

Cross-Modal Background Suppression for Audio-Visual Event Localization

Yan Xia, Zhou Zhao

Privacy Preserving Partial Localization

Marcel Geppert, Viktor Larsson, Johannes L. Schonberger, Marc Pollefeys

Video Swin Transformer

Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang

Split Hierarchical Variational Compression

Tom Ryder, Chen Zhang, Ning Kang, Shifeng Zhang

Training Quantised Neural Networks With STE Variants: The Additive Noise Annealing Algorithm

Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini

Adversarial Eigen Attack on Black-Box Models

Linjun Zhou, Peng Cui, Xingxuan Zhang, Yinan Jiang, Shiqiang Yang

CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow

Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu, Xinxing Xu

Forecasting From LiDAR via Future Object Detection

Neehar Peri, Jonathon Luiten, Mengtian Li, Aljosa Osep, Laura Leal-Taixé

PINA: Learning a Personalized Implicit Neural Avatar From a Single RGB-D Video Sequence

Zijian Dong, Chen Guo, Jie Song, Xu Chen, Andreas Geiger

Mega-NERF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs

Haithem Turki, Deva Ramanan, Mahadev Satyanarayanan

Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild

Supreeth Narasimhaswamy, Thanh Nguyen, Mingzhen Huang, Minh Hoai

SAR-Net: Shape Alignment and Recovery Network for Category-Level 6D Object Pose and Size Estimation

Haitao Lin, Zichang Liu, Chilam Cheang, Yanwei Fu, Guodong Guo

Face2Exp: Combating Data Biases for Facial Expression Recognition

Dan Zeng, Zhiyuan Lin, Xiao Yan, Yuting Liu, Fei Wang

FlexIT: Towards Flexible Semantic Image Translation

Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord

Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection

Banghuai Li

SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation

Tao Sun, Mattia Segu, Janis Postels, Yuxuan Wang, Luc Van Gool

Generalized Binary Search Network for Highly-Efficient Multi-View Stereo

Zhenxing Mi, Chang Di, Dan Xu

Coarse-To-Fine Deep Video Coding With Hyperprior-Guided Mode Prediction

Zhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang

Frame-Wise Action Representations for Long Videos via Sequence Contrastive Learning

Minghao Chen, Fangyun Wei, Chong Li, Deng Cai

Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images

Huisi Wu, Zhaoze Wang, Youyi Song, Lin Yang, Jing Qin

Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation

Zihan Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Jizhong Han

Self-Supervised Spatial Reasoning on Multi-View Line Drawings

Siyuan Xiang, Anbang Yang, Yanfei Xue, Yaoqing Yang, Chen Feng

Hybrid Relation Guided Set Matching for Few-Shot Action Recognition

Xiang Wang, Shiwei Zhang, Zhiwu Qing, Mingqian Tang, Zhengrong Zuo

Speech Driven Tongue Animation

Salvador Medina, Denis Tome, Carsten Stoll, Mark Tiede, Kevin Munhall

Weakly-Supervised Action Transition Learning for Stochastic Human Motion Prediction

Wei Mao, miaomiao Liu, Mathieu Salzmann

Group R-CNN for Weakly Semi-Supervised Object Detection With Points

Shilong Zhang, Zhuoran Yu, Liyang Liu, Xinjiang Wang, Aojun Zhou

Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation

Yutong Dai, Brian Price, He Zhang, Chunhua Shen

NOC-REK: Novel Object Captioning With Retrieved Vocabulary From External Knowledge

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

AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval

Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkila

Reading To Listen at the Cocktail Party: Multi-Modal Speech Separation

Akam Rahimi, Triantafyllos Afouras, Andrew Zisserman

Masked-Attention Mask Transformer for Universal Image Segmentation

Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar

SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems

Xin Dong, Barbara De Salvo, Meng Li, Chiao Liu, Zhongnan Qu

Bi-Level Doubly Variational Learning for Energy-Based Latent Variable Models

Ge Kan, Jinhu Lu, Tian Wang, Baochang Zhang, Aichun Zhu

GanOrCon: Are Generative Models Useful for Few-Shot Segmentation?

Oindrila Saha, Zezhou Cheng, Subhransu Maji

Towards Semi-Supervised Deep Facial Expression Recognition With an Adaptive Confidence Margin

Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao

Energy-Based Latent Aligner for Incremental Learning

K J Joseph, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Vineeth N Balasubramanian

Implicit Sample Extension for Unsupervised Person Re-Identification

Xinyu Zhang, Dongdong Li, Zhigang Wang, Jian Wang, Errui Ding

NeurMiPs: Neural Mixture of Planar Experts for View Synthesis

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

Learnable Irrelevant Modality Dropout for Multimodal Action Recognition on Modality-Specific Annotated Videos

Saghir Alfasly, Jian Lu, Chen Xu, Yuru Zou

Correlation-Aware Deep Tracking

Fei Xie, CHUNYU WANG, Guangting Wang, Yue Cao, Wankou Yang

Detecting Deepfakes With Self-Blended Images

Kaede Shiohara, Toshihiko Yamasaki