CVPR 2022

2,074 papers

Improving Neural Implicit Surfaces Geometry With Patch Warping

François Darmon, Bénédicte Bascle, Jean-Clément Devaux, Pascal Monasse, Mathieu Aubry

GenDR: A Generalized Differentiable Renderer

Felix Petersen, Bastian Goldluecke, Christian Borgelt, Oliver Deussen

Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction

Jiafan Zhuang, Zilei Wang, Yuan Gao

Exploiting Explainable Metrics for Augmented SGD

Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis

Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart

Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su

Scene Consistency Representation Learning for Video Scene Segmentation

Haoqian Wu, Keyu Chen, Yanan Luo, Ruizhi Qiao, Bo Ren

Point Cloud Pre-Training With Natural 3D Structures

Ryosuke Yamada, Hirokatsu Kataoka, Naoya Chiba, Yukiyasu Domae, Tetsuya Ogata

Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization

Wei Dong, Junsheng Wu, Yi Luo, Zongyuan Ge, Peng Wang

One Step at a Time: Long-Horizon Vision-and-Language Navigation With Milestones

Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M. Sadler, Wei-Lun Chao

When Does Contrastive Visual Representation Learning Work?

Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie

Equivariant Point Cloud Analysis via Learning Orientations for Message Passing

Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng

Dreaming To Prune Image Deraining Networks

Weiqi Zou, Yang Wang, Xueyang Fu, Yang Cao

Self-Supervised Models Are Continual Learners

Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari

Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views

Junbo Zhang, Kaisheng Ma

Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation

De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang, Bo Han

SelfRecon: Self Reconstruction Your Digital Avatar From Monocular Video

Boyi Jiang, Yang Hong, Hujun Bao, Juyong Zhang

SceneSqueezer: Learning To Compress Scene for Camera Relocalization

Luwei Yang, Rakesh Shrestha, Wenbo Li, Shuaicheng Liu, Guofeng Zhang

Active Learning for Open-Set Annotation

Kun-Peng Ning, Xun Zhao, Yu Li, Sheng-jun Huang

Source-Free Object Detection by Learning To Overlook Domain Style

Shuaifeng Li, Mao Ye, Xiatian Zhu, Lihua Zhou, Lin Xiong

Style-Based Global Appearance Flow for Virtual Try-On

Sen He, Yi-Zhe Song, Tao Xiang

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

Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng

RigNeRF: Fully Controllable Neural 3D Portraits

ShahRukh Athar, Zexiang Xu, Kalyan Sunkavalli, Eli Shechtman, Zhixin Shu

Detecting Camouflaged Object in Frequency Domain

YiJie Zhong, Bo Li, Lv Tang, Senyun Kuang, Shuang Wu

FedCorr: Multi-Stage Federated Learning for Label Noise Correction

Jingyi Xu, Zihan Chen, Tony Q.S. Quek, Kai Fong Ernest Chong

Not All Points Are Equal: Learning Highly Efficient Point-Based Detectors for 3D LiDAR Point Clouds

Yifan Zhang, Qingyong Hu, Guoquan Xu, Yanxin Ma, Jianwei Wan

IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo

Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys

Unpaired Cartoon Image Synthesis via Gated Cycle Mapping

Yifang Men, Yuan Yao, Miaomiao Cui, Zhouhui Lian, Xuansong Xie

End-to-End Referring Video Object Segmentation With Multimodal Transformers

Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin

Depth-Guided Sparse Structure-From-Motion for Movies and TV Shows

Sheng Liu, Xiaohan Nie, Raffay Hamid

ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior

Metin Ersin Arican, Ozgur Kara, Gustav Bredell, Ender Konukoglu

AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation

Paritosh Mittal, Yen-Chi Cheng, Maneesh Singh, Shubham Tulsiani

AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network

Wooseok Lee, Sanghyun Son, Kyoung Mu Lee

Contextual Outpainting With Object-Level Contrastive Learning

Jiacheng Li, Chang Chen, Zhiwei Xiong

Image Based Reconstruction of Liquids From 2D Surface Detections

Florian Richter, Ryan K. Orosco, Michael C. Yip

Towards End-to-End Unified Scene Text Detection and Layout Analysis

Shangbang Long, Siyang Qin, Dmitry Panteleev, Alessandro Bissacco, Yasuhisa Fujii

VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution

Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel

CycleMix: A Holistic Strategy for Medical Image Segmentation From Scribble Supervision

Ke ZHANG, Xiahai Zhuang

LTP: Lane-Based Trajectory Prediction for Autonomous Driving

Jingke Wang, Tengju Ye, Ziqing Gu, Junbo Chen

DESTR: Object Detection With Split Transformer

Liqiang He, Sinisa Todorovic

Exploiting Pseudo Labels in a Self-Supervised Learning Framework for Improved Monocular Depth Estimation

Andra Petrovai, Sergiu Nedevschi

Mobile-Former: Bridging MobileNet and Transformer

Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong

DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning

Youngtaek Oh, Dong-Jin Kim, In So Kweon

HyperStyle: StyleGAN Inversion With HyperNetworks for Real Image Editing

Yuval Alaluf, Omer Tov, Ron Mokady, Rinon Gal, Amit Bermano

HEAT: Holistic Edge Attention Transformer for Structured Reconstruction

Jiacheng Chen, Yiming Qian, Yasutaka Furukawa

Artistic Style Discovery With Independent Components

Xin Xie, Yi Li, Huaibo Huang, Haiyan Fu, Wanwan Wang

FineDiving: A Fine-Grained Dataset for Procedure-Aware Action Quality Assessment

Jinglin Xu, Yongming Rao, Xumin Yu, Guangyi Chen, Jie Zhou

Hui Wu, Min Wang, Wengang Zhou, Houqiang Li, Qi Tian

Optimal Correction Cost for Object Detection Evaluation

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

NeRF-Editing: Geometry Editing of Neural Radiance Fields

Yu-Jie Yuan, Yang-Tian Sun, Yu-Kun Lai, Yuewen Ma, Rongfei Jia

Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC

Xiang An, Jiankang Deng, Jia Guo, Ziyong Feng, XuHan Zhu

MixFormer: Mixing Features Across Windows and Dimensions

Qiang Chen, Qiman Wu, Jian Wang, Qinghao Hu, Tao Hu

ETHSeg: An Amodel Instance Segmentation Network and a Real-World Dataset for X-Ray Waste Inspection

Lingteng Qiu, Zhangyang Xiong, Xuhao Wang, Kenkun Liu, Yihan Li

DisARM: Displacement Aware Relation Module for 3D Detection

Yao Duan, Chenyang Zhu, Yuqing Lan, Renjiao Yi, Xinwang Liu

Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition

Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-fu Chang

Less Is More: Generating Grounded Navigation Instructions From Landmarks

Su Wang, Ceslee Montgomery, Jordi Orbay, vighnesh Birodkar, Aleksandra Faust

Point2Seq: Detecting 3D Objects As Sequences

Yujing Xue, Jiageng Mao, Minzhe Niu, Hang Xu, Michael Bi Mi

Panoptic, Instance and Semantic Relations: A Relational Context Encoder To Enhance Panoptic Segmentation

Shubhankar Borse, Hyojin Park, Hong Cai, Debasmit Das, Risheek Garrepalli

Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space

Ryuki Yamamoto, Hidekata Hontani, Akira Imakura, Tatsuya Yokota

Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks

Nicola Garau, Niccolo Bisagno, Zeno Sambugaro, Nicola Conci

Programmatic Concept Learning for Human Motion Description and Synthesis

Sumith Kulal, Jiayuan Mao, Alex Aiken, Jiajun Wu

Divide and Conquer: Compositional Experts for Generalized Novel Class Discovery

Muli Yang, Yuehua Zhu, Jiaping Yu, Aming Wu, Cheng Deng

Voxel Field Fusion for 3D Object Detection

Yanwei Li, Xiaojuan Qi, Yukang Chen, Liwei Wang, Zeming Li

Contour-Hugging Heatmaps for Landmark Detection

James McCouat, Irina Voiculescu

Robust Outlier Detection by De-Biasing VAE Likelihoods

Kushal Chauhan, Barath Mohan U, Pradeep Shenoy, Manish Gupta, Devarajan Sridharan

TransforMatcher: Match-to-Match Attention for Semantic Correspondence

Seungwook Kim, Juhong Min, Minsu Cho

Maximum Consensus by Weighted Influences of Monotone Boolean Functions

Erchuan Zhang, David Suter, Ruwan Tennakoon, Tat-jun Chin, Alireza Bab-Hadiashar

Generalized Category Discovery

Sagar Vaze, Kai Han, Andrea Vedaldi, Andrew Zisserman

Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-Shot Learning

Yangji He, Weihan Liang, Dongyang Zhao, Hong-Yu Zhou, Weifeng Ge

Look for the Change: Learning Object States and State-Modifying Actions From Untrimmed Web Videos

Tomáš Souček, Jean-Baptiste Alayrac, Antoine Miech, Ivan Laptev, Josef Sivic

Instance-Wise Occlusion and Depth Orders in Natural Scenes

Hyunmin Lee, Jaesik Park

Learning Graph Regularisation for Guided Super-Resolution

Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner

MonoDTR: Monocular 3D Object Detection With Depth-Aware Transformer

Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu

PSMNet: Position-Aware Stereo Merging Network for Room Layout Estimation

Haiyan Wang, Will Hutchcroft, Yuguang Li, Zhiqiang Wan, Ivaylo Boyadzhiev

Vehicle Trajectory Prediction Works, but Not Everywhere

Mohammadhossein Bahari, Saeed Saadatnejad, Ahmad Rahimi, Mohammad Shaverdikondori, Amir Hossein Shahidzadeh

Neural Point Light Fields

Julian Ost, Issam Laradji, Alejandro Newell, Yuval Bahat, Felix Heide

Unsupervised Visual Representation Learning by Online Constrained K-Means

Qi Qian, Yuanhong Xu, Juhua Hu, Hao Li, Rong Jin

A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation

Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin

CoordGAN: Self-Supervised Dense Correspondences Emerge From GANs

Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang

Lite-MDETR: A Lightweight Multi-Modal Detector

Qian Lou, Yen-Chang Hsu, Burak Uzkent, Ting Hua, Yilin Shen

Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation

Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, Wei Ye, Meng Li

Enhancing Adversarial Robustness for Deep Metric Learning

Mo Zhou, Vishal M. Patel

3D Human Tongue Reconstruction From Single "In-the-Wild" Images

Stylianos Ploumpis, Stylianos Moschoglou, Vasileios Triantafyllou, Stefanos Zafeiriou

FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation

Sohyun Lee, Taeyoung Son, Suha Kwak

Progressive Minimal Path Method With Embedded CNN

Wei Liao

What Do Navigation Agents Learn About Their Environment?

Kshitij Dwivedi, Gemma Roig, Aniruddha Kembhavi, Roozbeh Mottaghi

FreeSOLO: Learning To Segment Objects Without Annotations

Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar

Bi-Directional Object-Context Prioritization Learning for Saliency Ranking

Xin Tian, Ke Xu, Xin Yang, Lin Du, Baocai Yin

Video-Text Representation Learning via Differentiable Weak Temporal Alignment

Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On

Distribution Consistent Neural Architecture Search

Junyi Pan, Chong Sun, Yizhou Zhou, Ying Zhang, Chen Li

Neural Points: Point Cloud Representation With Neural Fields for Arbitrary Upsampling

Wanquan Feng, Jin Li, Hongrui Cai, Xiaonan Luo, Juyong Zhang

C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection

Tong Wang, Yousong Zhu, Yingying Chen, Chaoyang Zhao, Bin Yu

Make It Move: Controllable Image-to-Video Generation With Text Descriptions

Yaosi Hu, Chong Luo, Zhenzhong Chen

Convolution of Convolution: Let Kernels Spatially Collaborate

Rongzhen Zhao, Jian Li, Zhenzhi Wu

Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction

Yining Hong, Kaichun Mo, Li Yi, Leonidas J. Guibas, Antonio Torralba

Dense Learning Based Semi-Supervised Object Detection

Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang

GANSeg: Learning To Segment by Unsupervised Hierarchical Image Generation

Xingzhe He, Bastian Wandt, Helge Rhodin

Better Trigger Inversion Optimization in Backdoor Scanning

Guanhong Tao, Guangyu Shen, Yingqi Liu, Shengwei An, Qiuling Xu

Improving Adversarial Transferability via Neuron Attribution-Based Attacks

Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang

Human Mesh Recovery From Multiple Shots

Georgios Pavlakos, Jitendra Malik, Angjoo Kanazawa

Learning To Prompt for Continual Learning

Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun