CVPR 2022

2,074 papers

Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation

Shengqu Cai, Anton Obukhov, Dengxin Dai, Luc Van Gool

Attentive Fine-Grained Structured Sparsity for Image Restoration

Junghun Oh, Heewon Kim, Seungjun Nah, Cheeun Hong, Jonghyun Choi

Acquiring a Dynamic Light Field Through a Single-Shot Coded Image

Ryoya Mizuno, Keita Takahashi, Michitaka Yoshida, Chihiro Tsutake, Toshiaki Fujii

Integrative Few-Shot Learning for Classification and Segmentation

Dahyun Kang, Minsu Cho

BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster

Jason (Jinquan) Dai, Ding Ding, Dongjie Shi, Shengsheng Huang, Jiao Wang

Structure-Aware Motion Transfer With Deformable Anchor Model

Jiale Tao, Biao Wang, Borun Xu, Tiezheng Ge, Yuning Jiang

Maintaining Reasoning Consistency in Compositional Visual Question Answering

Chenchen Jing, Yunde Jia, Yuwei Wu, Xinyu Liu, Qi Wu

Multi-Modal Alignment Using Representation Codebook

Jiali Duan, Liqun Chen, Son Tran, JINYU YANG, Yi Xu

Geometry-Aware Guided Loss for Deep Crack Recognition

Zhuangzhuang Chen, Jin Zhang, Zhuonan Lai, Jie Chen, Zun Liu

LOLNerf: Learn From One Look

Daniel Rebain, Mark Matthews, Kwang Moo Yi, Dmitry Lagun, Andrea Tagliasacchi

Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability

Ruifei He, Shuyang Sun, Jihan Yang, Song Bai, Xiaojuan Qi

A Simple Data Mixing Prior for Improving Self-Supervised Learning

Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille

A Probabilistic Graphical Model Based on Neural-Symbolic Reasoning for Visual Relationship Detection

Dongran Yu, Bo Yang, Qianhao Wei, Anchen Li, Shirui Pan

Stereo Depth From Events Cameras: Concentrate and Focus on the Future

Yeongwoo Nam, Mohammad Mostafavi, Kuk-Jin Yoon, Jonghyun Choi

Boosting Crowd Counting via Multifaceted Attention

Hui Lin, Zhiheng Ma, Rongrong Ji, Yaowei Wang, Xiaopeng Hong

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

Duy M. H. Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda

Contextual Instance Decoupling for Robust Multi-Person Pose Estimation

Dongkai Wang, Shiliang Zhang

Rethinking Controllable Variational Autoencoders

Huajie Shao, Yifei Yang, Haohong Lin, Longzhong Lin, Yizhuo Chen

Revisiting Skeleton-Based Action Recognition

Haodong Duan, Yue Zhao, Kai Chen, Dahua Lin, Bo Dai

CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data

Yunhui Guo, Haoran Guo, Stella X. Yu

Stereo Magnification With Multi-Layer Images

Taras Khakhulin, Denis Korzhenkov, Pavel Solovev, Gleb Sterkin, Andrei-Timotei Ardelean

Compressive Single-Photon 3D Cameras

Felipe Gutierrez-Barragan, Atul Ingle, Trevor Seets, Mohit Gupta, Andreas Velten

What To Look at and Where: Semantic and Spatial Refined Transformer for Detecting Human-Object Interactions

A S M Iftekhar, Hao Chen, Kaustav Kundu, Xinyu Li, Joseph Tighe

Robust Cross-Modal Representation Learning With Progressive Self-Distillation

Alex Andonian, Shixing Chen, Raffay Hamid

Playable Environments: Video Manipulation in Space and Time

Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov

Incremental Learning in Semantic Segmentation From Image Labels

Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo

Sylph: A Hypernetwork Framework for Incremental Few-Shot Object Detection

Li Yin, Juan M. Perez-Rua, Kevin J. Liang

Patch-Level Representation Learning for Self-Supervised Vision Transformers

Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin

Deep Unlearning via Randomized Conditionally Independent Hessians

Ronak Mehta, Sourav Pal, Vikas Singh, Sathya N. Ravi

VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation

Su Ho Han, Sukjun Hwang, Seoung Wug Oh, Yeonchool Park, Hyunwoo Kim

AIM: An Auto-Augmenter for Images and Meshes

Vinit Veerendraveer Singh, Chandra Kambhamettu

Automatic Relation-Aware Graph Network Proliferation

Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha

Deep Generalized Unfolding Networks for Image Restoration

Chong Mou, Qian Wang, Jian Zhang

BEVT: BERT Pretraining of Video Transformers

Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification

Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang

AdaMixer: A Fast-Converging Query-Based Object Detector

Ziteng Gao, Limin Wang, Bing Han, Sheng Guo

Co-Advise: Cross Inductive Bias Distillation

Sucheng Ren, Zhengqi Gao, Tianyu Hua, Zihui Xue, Yonglong Tian

Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation

Wenbo Zhao, Xianming Liu, Zhiwei Zhong, Junjun Jiang, Wei Gao

GreedyNASv2: Greedier Search With a Greedy Path Filter

Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang

Rethinking Efficient Lane Detection via Curve Modeling

Zhengyang Feng, Shaohua Guo, Xin Tan, Ke Xu, Min Wang

Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language

Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata

MViTv2: Improved Multiscale Vision Transformers for Classification and Detection

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

Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous Driving

Hanjiang Hu, ZUXIN LIU, Sharad Chitlangia, Akhil Agnihotri, Ding Zhao

Language As Queries for Referring Video Object Segmentation

Jiannan Wu, Yi Jiang, Peize Sun, Zehuan Yuan, Ping Luo

Global Matching With Overlapping Attention for Optical Flow Estimation

Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris Metaxas

Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking

En Yu, Zhuoling Li, Shoudong Han

StyTr2: Image Style Transfer With Transformers

Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan

BANMo: Building Animatable 3D Neural Models From Many Casual Videos

Gengshan Yang, Minh Vo, Natalia Neverova, Deva Ramanan, Andrea Vedaldi

Sketch3T: Test-Time Training for Zero-Shot SBIR

Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang

Proactive Image Manipulation Detection

Vishal Asnani, Xi Yin, Tal Hassner, Sijia Liu, Xiaoming Liu

MLP-3D: A MLP-Like 3D Architecture With Grouped Time Mixing

Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Tao Mei

Simple Multi-Dataset Detection

Xingyi Zhou, Vladlen Koltun, Philipp Krähenbühl

GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection

Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, XIAOBO LI

P3Depth: Monocular Depth Estimation With a Piecewise Planarity Prior

Vaishakh Patil, Christos Sakaridis, Alexander Liniger, Luc Van Gool

Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement

Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, Chuanfu Xu

Self-Supervised Image Representation Learning With Geometric Set Consistency

Nenglun Chen, Lei Chu, Hao Pan, Yan Lu, Wenping Wang

Reference-Based Video Super-Resolution Using Multi-Camera Video Triplets

Junyong Lee, Myeonghee Lee, Sunghyun Cho, Seungyong Lee

A ConvNet for the 2020s

Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell

Modeling sRGB Camera Noise With Normalizing Flows

Shayan Kousha, Ali Maleky, Michael S. Brown, Marcus A. Brubaker

H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection

Yunqiu Xu, Yifan Sun, Zongxin Yang, Jiaxu Miao, Yi Yang

Merry Go Round: Rotate a Frame and Fool a DNN

Daksh Thapar, Aditya Nigam, Chetan Arora

TransWeather: Transformer-Based Restoration of Images Degraded by Adverse Weather Conditions

Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel

Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation

Zhaozheng Chen, Tan Wang, Xiongwei Wu, Xian-Sheng Hua, Hanwang Zhang

Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation

Tianfei Zhou, Meijie Zhang, Fang Zhao, Jianwu Li

BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation

David B. Lindell, Dave Van Veen, Jeong Joon Park, Gordon Wetzstein

Modeling Indirect Illumination for Inverse Rendering

Yuanqing Zhang, Jiaming Sun, Xingyi He, Huan Fu, Rongfei Jia

Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity

Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xi-Le Zhao

On Learning Contrastive Representations for Learning With Noisy Labels

Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang

Collaborative Learning for Hand and Object Reconstruction With Attention-Guided Graph Convolution

Tze Ho Elden Tse, Kwang In Kim, Ales Leonardis, Hyung Jin Chang

Audio-Adaptive Activity Recognition Across Video Domains

Yunhua Zhang, Hazel Doughty, Ling Shao, Cees G. M. Snoek

CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data

Qi Yan, Jianhao Zheng, Simon Reding, Shanci Li, Iordan Doytchinov

Active Teacher for Semi-Supervised Object Detection

Peng Mi, Jianghang Lin, Yiyi Zhou, Yunhang Shen, Gen Luo

MotionAug: Augmentation With Physical Correction for Human Motion Prediction

Takahiro Maeda, Norimichi Ukita

Multimodal Colored Point Cloud to Image Alignment

Noam Rotstein, Amit Bracha, Ron Kimmel

Contrastive Test-Time Adaptation

Dian Chen, Dequan Wang, Trevor Darrell, Sayna Ebrahimi

Towards an End-to-End Framework for Flow-Guided Video Inpainting

Zhen Li, Cheng-Ze Lu, Jianhua Qin, Chun-Le Guo, Ming-Ming Cheng

MLSLT: Towards Multilingual Sign Language Translation

Aoxiong Yin, Zhou Zhao, Weike Jin, Meng Zhang, Xingshan Zeng

Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection

Choubo Ding, Guansong Pang, Chunhua Shen

VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning

Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata

Point Cloud Color Constancy

Xiaoyan Xing, Yanlin Qian, Sibo Feng, Yuhan Dong, Jiri Matas

HODOR: High-Level Object Descriptors for Object Re-Segmentation in Video Learned From Static Images

Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan, Bastian Leibe

Semi-Supervised Object Detection via Multi-Instance Alignment With Global Class Prototypes

Aoxue Li, Peng Yuan, Zhenguo Li

Neural Recognition of Dashed Curves With Gestalt Law of Continuity

Hanyuan Liu, Chengze Li, Xueting Liu, Tien-Tsin Wong

DTA: Physical Camouflage Attacks Using Differentiable Transformation Network

Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun

Towards Total Recall in Industrial Anomaly Detection

Karsten Roth, Latha Pemula, Joaquin Zepeda, Bernhard Schölkopf, Thomas Brox

GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature

Biyang Liu, Huimin Yu, Guodong Qi

Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata

Seonghyeon Nam, Abhijith Punnappurath, Marcus A. Brubaker, Michael S. Brown

Finding Fallen Objects via Asynchronous Audio-Visual Integration

Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter

Speed Up Object Detection on Gigapixel-Level Images With Patch Arrangement

Jiahao Fan, Huabin Liu, Wenjie Yang, John See, Aixin Zhang

Neural Inertial Localization

Sachini Herath, David Caruso, Chen Liu, Yufan Chen, Yasutaka Furukawa

Zero-Query Transfer Attacks on Context-Aware Object Detectors

Zikui Cai, Shantanu Rane, Alejandro E. Brito, Chengyu Song, Srikanth V. Krishnamurthy

Learning Distinctive Margin Toward Active Domain Adaptation

Ming Xie, Yuxi Li, Yabiao Wang, Zekun Luo, Zhenye Gan

Attention Concatenation Volume for Accurate and Efficient Stereo Matching

Gangwei Xu, Junda Cheng, Peng Guo, Xin Yang

Toward Practical Monocular Indoor Depth Estimation

Cho-Ying Wu, Jialiang Wang, Michael Hall, Ulrich Neumann, Shuochen Su

Large Loss Matters in Weakly Supervised Multi-Label Classification

Youngwook Kim, Jae Myung Kim, Zeynep Akata, Jungwoo Lee

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation

Lingtong Kong, Boyuan Jiang, Donghao Luo, Wenqing Chu, Xiaoming Huang

Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning With Pairwise Alignment

Zhipeng Ding, Marc Niethammer

Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency

Zhiwu Qing, Shiwei Zhang, Ziyuan Huang, Yi Xu, Xiang Wang

STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction

Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao

Restormer: Efficient Transformer for High-Resolution Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan