CVPR 2022

2,074 papers

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior

Ruibo Li, Chi Zhang, Guosheng Lin, Zhe Wang, Chunhua Shen

HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks

Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition

Jun Chen, Aniket Agarwal, Sherif Abdelkarim, Deyao Zhu, Mohamed Elhoseiny

RIDDLE: Lidar Data Compression With Range Image Deep Delta Encoding

Xuanyu Zhou, Charles R. Qi, Yin Zhou, Dragomir Anguelov

Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning

Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng

Online Convolutional Re-Parameterization

Mu Hu, Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang

Relieving Long-Tailed Instance Segmentation via Pairwise Class Balance

Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun

UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog

Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu

Multidimensional Belief Quantification for Label-Efficient Meta-Learning

Deep Shankar Pandey, Qi Yu

Embracing Single Stride 3D Object Detector With Sparse Transformer

Lue Fan, Ziqi Pang, Tianyuan Zhang, Yu-Xiong Wang, Hang Zhao

Fine-Grained Temporal Contrastive Learning for Weakly-Supervised Temporal Action Localization

Junyu Gao, Mengyuan Chen, Changsheng Xu

MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition

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

Self-Taught Metric Learning Without Labels

Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

PyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments

Richardson Menezes, Aron de Miranda, Helton Maia

Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions

De'Aira Bryant, Siqi Deng, Nashlie Sephus, Wei Xia, Pietro Perona

EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval

Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang

Long-Tail Recognition via Compositional Knowledge Transfer

Sarah Parisot, Pedro M. Esperança, Steven McDonagh, Tamas J. Madarasz, Yongxin Yang

Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement

Xiuwei Xu, Yifan Wang, Yu Zheng, Yongming Rao, Jie Zhou

Learning To Learn Across Diverse Data Biases in Deep Face Recognition

Chang Liu, Xiang Yu, Yi-Hsuan Tsai, Masoud Faraki, Ramin Moslemi

Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding

Xun Long Ng, Kian Eng Ong, Qichen Zheng, Yun Ni, Si Yong Yeo

Accelerating Neural Network Optimization Through an Automated Control Theory Lens

Jiahao Wang, Baoyuan Wu, Rui Su, Mingdeng Cao, Shuwei Shi

Clustering Plotted Data by Image Segmentation

Tarek Naous, Srinjay Sarkar, Abubakar Abid, James Zou

CellTypeGraph: A New Geometric Computer Vision Benchmark

Lorenzo Cerrone, Athul Vijayan, Tejasvinee Mody, Kay Schneitz, Fred A. Hamprecht

Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction

Chongyang Zhong, Lei Hu, Zihao Zhang, Yongjing Ye, Shihong Xia

Fine-Grained Object Classification via Self-Supervised Pose Alignment

Xuhui Yang, Yaowei Wang, Ke Chen, Yong Xu, Yonghong Tian

Anomaly Detection via Reverse Distillation From One-Class Embedding

Hanqiu Deng, Xingyu Li

Generalizing Gaze Estimation With Rotation Consistency

Yiwei Bao, Yunfei Liu, Haofei Wang, Feng Lu

Meta Convolutional Neural Networks for Single Domain Generalization

Chaoqun Wan, Xu Shen, Yonggang Zhang, Zhiheng Yin, Xinmei Tian

Semi-Supervised Semantic Segmentation With Error Localization Network

Donghyeon Kwon, Suha Kwak

Revisiting Weakly Supervised Pre-Training of Visual Perception Models

Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik

MeMOT: Multi-Object Tracking With Memory

Jiarui Cai, Mingze Xu, Wei Li, Yuanjun Xiong, Wei Xia

3D Scene Painting via Semantic Image Synthesis

Jaebong Jeong, Janghun Jo, Sunghyun Cho, Jaesik Park

Interactron: Embodied Adaptive Object Detection

Klemen Kotar, Roozbeh Mottaghi

Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection

Jiaqi Tang, Zhaoyang Liu, Chen Qian, Wayne Wu, Limin Wang

RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion

Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu

Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams

Query and Attention Augmentation for Knowledge-Based Explainable Reasoning

Yifeng Zhang, Ming Jiang, Qi Zhao

A Versatile Multi-View Framework for LiDAR-Based 3D Object Detection With Guidance From Panoptic Segmentation

Hamidreza Fazlali, Yixuan Xu, Yuan Ren, Bingbing Liu

Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning

Liulei Li, Tianfei Zhou, Wenguan Wang, Lu Yang, Jianwu Li

Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling

Dat Huynh, Jason Kuen, Zhe Lin, Jiuxiang Gu, Ehsan Elhamifar

Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships

Chao Lou, Wenjuan Han, Yuhuan Lin, Zilong Zheng

DGECN: A Depth-Guided Edge Convolutional Network for End-to-End 6D Pose Estimation

Tuo Cao, Fei Luo, Yanping Fu, Wenxiao Zhang, Shengjie Zheng

A Unified Framework for Implicit Sinkhorn Differentiation

Marvin Eisenberger, Aysim Toker, Laura Leal-Taixé, Florian Bernard, Daniel Cremers

Transforming Model Prediction for Tracking

Christoph Mayer, Martin Danelljan, Goutam Bhat, Matthieu Paul, Danda Pani Paudel

SoftCollage: A Differentiable Probabilistic Tree Generator for Image Collage

Jiahao Yu, Li Chen, Mingrui Zhang, Mading Li

Audio-Driven Neural Gesture Reenactment With Video Motion Graphs

Yang Zhou, Jimei Yang, Dingzeyu Li, Jun Saito, Deepali Aneja

Towards Implicit Text-Guided 3D Shape Generation

Zhengzhe LIU, Yi Wang, Xiaojuan Qi, Chi-Wing Fu

Learning From Temporal Gradient for Semi-Supervised Action Recognition

Junfei Xiao, Longlong Jing, Lin Zhang, Ju He, Qi She

Surface-Aligned Neural Radiance Fields for Controllable 3D Human Synthesis

Tianhan Xu, Yasuhiro Fujita, Eiichi Matsumoto

MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation

Wenhao Li, Hong Liu, Hao Tang, Pichao WANG, Luc Van Gool

All-Photon Polarimetric Time-of-Flight Imaging

Seung-Hwan Baek, Felix Heide

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

Mikaela Angelina Uy, Yen-Yu Chang, Minhyuk Sung, Purvi Goel, Joseph G. Lambourne

Finding Badly Drawn Bunnies

Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song

Can You Spot the Chameleon? Adversarially Camouflaging Images From Co-Salient Object Detection

Ruijun Gao, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Huazhu Fu

ESCNet: Gaze Target Detection With the Understanding of 3D Scenes

Jun Bao, Buyu Liu, Jun Yu

VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning

Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny

Automatic Color Image Stitching Using Quaternion Rank-1 Alignment

Jiaxue Li, Yicong Zhou

Sparse Instance Activation for Real-Time Instance Segmentation

Tianheng Cheng, Xinggang Wang, Shaoyu Chen, Wenqiang Zhang, Qian Zhang

Task Adaptive Parameter Sharing for Multi-Task Learning

Matthew Wallingford, Hao Li, Alessandro Achille, Avinash Ravichandran, Charless Fowlkes

Grounding Answers for Visual Questions Asked by Visually Impaired People

Chongyan Chen, Samreen Anjum, Danna Gurari

Self-Supervised Correlation Mining Network for Person Image Generation

Zijian Wang, Xingqun Qi, Kun Yuan, Muyi Sun

Learning Pixel Trajectories With Multiscale Contrastive Random Walks

Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens

Zero-Shot Text-Guided Object Generation With Dream Fields

Ajay Jain, Ben Mildenhall, Jonathan T. Barron, Pieter Abbeel, Ben Poole

Robust and Accurate Superquadric Recovery: A Probabilistic Approach

Weixiao Liu, Yuwei Wu, Sipu Ruan, Gregory S. Chirikjian

Ranking Distance Calibration for Cross-Domain Few-Shot Learning

Pan Li, Shaogang Gong, Chengjie Wang, Yanwei Fu

Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training

Xiao Lu, Yihong Cao, Sheng Liu, Chengjiang Long, Zipei Chen

MatteFormer: Transformer-Based Image Matting via Prior-Tokens

Gyutae Park, SungJoon Son, Jaeyoung Yoo, SeHo Kim, Nojun Kwak

Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error

Yongkweon Jeon, Chungman Lee, Eulrang Cho, Yeonju Ro

Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation

Zhiyuan Liang, Tiancai Wang, Xiangyu Zhang, Jian Sun, Jianbing Shen

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

Nicolas Donati, Etienne Corman, Maks Ovsjanikov

Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation

Jie Liu, Yanqi Bao, Guo-sen Xie, Huan Xiong, Jan-Jakob Sonke

Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation

Zhaoyang Zeng, Yongsheng Luo, Zhenhua Liu, Fengyun Rao, Dian Li

Weakly Supervised Object Localization As Domain Adaption

LEI ZHU, Qi She, Qian Chen, Yunfei You, Boyu Wang

DIFNet: Boosting Visual Information Flow for Image Captioning

Mingrui Wu, Xuying Zhang, Xiaoshuai Sun, Yiyi Zhou, Chao Chen

Learning Canonical F-Correlation Projection for Compact Multiview Representation

Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu

Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints To Better Classify Objects in Videos

Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim

BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule

Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu

Forward Compatible Few-Shot Class-Incremental Learning

Da-Wei Zhou, Fu-Yun Wang, Han-Jia Ye, Liang Ma, Shiliang Pu

Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection

Alexandros Haliassos, Rodrigo Mira, Stavros Petridis, Maja Pantic

C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image

Zhang Chen, Zhiqiang Tian, Jihua Zhu, Ce Li, Shaoyi Du

Non-Generative Generalized Zero-Shot Learning via Task-Correlated Disentanglement and Controllable Samples Synthesis

Yaogong Feng, Xiaowen Huang, Pengbo Yang, Jian Yu, Jitao Sang

FWD: Real-Time Novel View Synthesis With Forward Warping and Depth

Ang Cao, Chris Rockwell, Justin Johnson

H4D: Human 4D Modeling by Learning Neural Compositional Representation

Boyan Jiang, Yinda Zhang, Xingkui Wei, Xiangyang Xue, Yanwei Fu

Learning To Solve Hard Minimal Problems

Petr Hruby, Timothy Duff, Anton Leykin, Tomas Pajdla

Text2Mesh: Text-Driven Neural Stylization for Meshes

Oscar Michel, Roi Bar-On, Richard Liu, Sagie Benaim, Rana Hanocka

Tracking People by Predicting 3D Appearance, Location and Pose

Jathushan Rajasegaran, Georgios Pavlakos, Angjoo Kanazawa, Jitendra Malik

Adaptive Gating for Single-Photon 3D Imaging

Ryan Po, Adithya Pediredla, Ioannis Gkioulekas

Representation Compensation Networks for Continual Semantic Segmentation

Chang-Bin Zhang, Jia-Wen Xiao, Xialei Liu, Ying-Cong Chen, Ming-Ming Cheng

A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty

Sihao Yu, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Zizhen Wang

Modality-Agnostic Learning for Radar-Lidar Fusion in Vehicle Detection

Yu-Jhe Li, Jinhyung Park, Matthew O'Toole, Kris Kitani

Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal

Yi Li, Yi Chang, Yan Gao, Changfeng Yu, Luxin Yan

QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation

Xueqi Hu, Xinyue Zhou, Qiusheng Huang, Zhengyi Shi, Li Sun

Robust Image Forgery Detection Over Online Social Network Shared Images

Haiwei Wu, Jiantao Zhou, Jinyu Tian, Jun Liu

Chitransformer: Towards Reliable Stereo From Cues

Qing Su, Shihao Ji

Clothes-Changing Person Re-Identification With RGB Modality Only

Xinqian Gu, Hong Chang, Bingpeng MA, Shutao Bai, Shiguang Shan

PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition

Partha Das, Sezer Karaoglu, Theo Gevers

Improving Video Model Transfer With Dynamic Representation Learning

Yi Li, Nuno Vasconcelos

ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-Wise Semantic Alignment and Generation

Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing XU

Learning Multi-View Aggregation in the Wild for Large-Scale 3D Semantic Segmentation

Damien Robert, Bruno Vallet, Loic Landrieu

Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations

Zirui Peng, Shaofeng Li, Guoxing Chen, Cheng Zhang, Haojin Zhu