CVPR 2021

1,660 papers

PiCIE: Unsupervised Semantic Segmentation Using Invariance and Equivariance in Clustering

Jang Hyun Cho, Utkarsh Mall, Kavita Bala, Bharath Hariharan

Training Networks in Null Space of Feature Covariance for Continual Learning

Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu

Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation

Suman Saha, Anton Obukhov, Danda Pani Paudel, Menelaos Kanakis, Yuhua Chen

StruMonoNet: Structure-Aware Monocular 3D Prediction

Zhenpei Yang, Li Erran Li, Qixing Huang

Variational Relational Point Completion Network

Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao

Enhance Curvature Information by Structured Stochastic Quasi-Newton Methods

Minghan Yang, Dong Xu, Hongyu Chen, Zaiwen Wen, Mengyun Chen

Neural Surface Maps

Luca Morreale, Noam Aigerman, Vladimir G. Kim, Niloy J. Mitra

Improving Unsupervised Image Clustering With Robust Learning

Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park

Wide-Baseline Relative Camera Pose Estimation With Directional Learning

Kefan Chen, Noah Snavely, Ameesh Makadia

Activate or Not: Learning Customized Activation

Ningning Ma, Xiangyu Zhang, Ming Liu, Jian Sun

Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection

Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao

Dictionary-Guided Scene Text Recognition

Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo

Meta Batch-Instance Normalization for Generalizable Person Re-Identification

Seokeon Choi, Taekyung Kim, Minki Jeong, Hyoungseob Park, Changick Kim

TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation

LINGMING ZHANG, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao

TPCN: Temporal Point Cloud Networks for Motion Forecasting

Maosheng Ye, Tongyi Cao, Qifeng Chen

Video Rescaling Networks With Joint Optimization Strategies for Downscaling and Upscaling

Yan-Cheng Huang, Yi-Hsin Chen, Cheng-You Lu, Hui-Po Wang, Wen-Hsiao Peng

Neighborhood Normalization for Robust Geometric Feature Learning

Xingtong Liu, Benjamin D. Killeen, Ayushi Sinha, Masaru Ishii, Gregory D. Hager

Neural Camera Simulators

Hao Ouyang, Zifan Shi, Chenyang Lei, Ka Lung Law, Qifeng Chen

SimPoE: Simulated Character Control for 3D Human Pose Estimation

Ye Yuan, Shih-En Wei, Tomas Simon, Kris Kitani, Jason Saragih

Neighborhood Contrastive Learning for Novel Class Discovery

Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci

Point2Skeleton: Learning Skeletal Representations from Point Clouds

Cheng Lin, Changjian Li, Yuan Liu, Nenglun Chen, Yi-King Choi

Deep Homography for Efficient Stereo Image Compression

Xin Deng, Wenzhe Yang, Ren Yang, Mai Xu, Enpeng Liu

A Hyperbolic-to-Hyperbolic Graph Convolutional Network

Jindou Dai, Yuwei Wu, Zhi Gao, Yunde Jia

Learning-Based Image Registration With Meta-Regularization

Ebrahim Al Safadi, Xubo Song

OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning

Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord

4D Hyperspectral Photoacoustic Data Restoration With Reliability Analysis

Weihang Liao, Art Subpa-asa, Yinqiang Zheng, Imari Sato

PISE: Person Image Synthesis and Editing With Decoupled GAN

Jinsong Zhang, Kun Li, Yu-Kun Lai, Jingyu Yang

DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

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

Time Adaptive Recurrent Neural Network

Anil Kag, Venkatesh Saligrama

Turning Frequency to Resolution: Video Super-Resolution via Event Cameras

Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao

Blind Deblurring for Saturated Images

Liang Chen, Jiawei Zhang, Songnan Lin, Faming Fang, Jimmy S. Ren

Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging

S. Mahdi H. Miangoleh, Sebastian Dille, Long Mai, Sylvain Paris, Yagiz Aksoy

Layerwise Optimization by Gradient Decomposition for Continual Learning

SHIXIANG TANG, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang

Hyperdimensional Computing as a Framework for Systematic Aggregation of Image Descriptors

Peer Neubert, Stefan Schubert

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training

Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti

Self-Guided and Cross-Guided Learning for Few-Shot Segmentation

Bingfeng Zhang, Jimin Xiao, Terry Qin

Stochastic Whitening Batch Normalization

Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham

Robust Multimodal Vehicle Detection in Foggy Weather Using Complementary Lidar and Radar Signals

Kun Qian, Shilin Zhu, Xinyu Zhang, Li Erran Li

Neural Lumigraph Rendering

Petr Kellnhofer, Lars C. Jebe, Andrew Jones, Ryan Spicer, Kari Pulli

Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency

Sangeek Hyun, Jihwan Kim, Jae-Pil Heo

3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection

He Wang, Yezhen Cong, Or Litany, Yue Gao, Leonidas J. Guibas

Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image Stitching

Qi Jia, ZhengJun Li, Xin Fan, Haotian Zhao, Shiyu Teng

Learning To Aggregate and Personalize 3D Face From In-the-Wild Photo Collection

Zhenyu Zhang, Yanhao Ge, Renwang Chen, Ying Tai, Yan Yan

Training Generative Adversarial Networks in One Stage

Chengchao Shen, Youtan Yin, Xinchao Wang, Xubin Li, Jie Song

DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks

Abhishek Singh, Ayush Chopra, Ethan Garza, Emily Zhang, Praneeth Vepakomma

Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation

Zhekai Du, Jingjing Li, Hongzu Su, LEI ZHU, Ke Lu

Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging

Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, GUANGMING Shi

Effective Sparsification of Neural Networks With Global Sparsity Constraint

Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang

DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network

Rui Liu, Yixiao Ge, Ching Lam Choi, Xiaogang Wang, hongsheng Li

Look Before You Speak: Visually Contextualized Utterances

Paul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid

Track To Detect and Segment: An Online Multi-Object Tracker

Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang

Towards Real-World Blind Face Restoration With Generative Facial Prior

Xintao Wang, Yu Li, Honglun Zhang, Ying Shan

(AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network

Ran Cheng, Ryan Razani, Ehsan Taghavi, Enxu Li, Bingbing Liu

Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels

Mingda Zhang, Tristan Maidment, Ahmad Diab, Adriana Kovashka, Rebecca Hwa

RangeIoUDet: Range Image Based Real-Time 3D Object Detector Optimized by Intersection Over Union

Zhidong Liang, Zehan Zhang, Ming Zhang, Xian Zhao, Shiliang Pu

A Decomposition Model for Stereo Matching

Chengtang Yao, Yunde Jia, Huijun Di, Pengxiang Li, Yuwei Wu

Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking

Jiawei He, Zehao Huang, Naiyan Wang, Zhaoxiang Zhang

Learning Progressive Point Embeddings for 3D Point Cloud Generation

Cheng Wen, Baosheng Yu, Dacheng Tao

Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification

Qiong Wu, Pingyang Dai, Jie Chen, Chia-Wen Lin, Yongjian Wu

SMD-Nets: Stereo Mixture Density Networks

Fabio Tosi, Yiyi Liao, Carolin Schmitt, Andreas Geiger

BABEL: Bodies, Action and Behavior With English Labels

Abhinanda R. Punnakkal, Arjun Chandrasekaran, Nikos Athanasiou, Alejandra Quiros-Ramirez, Michael J. Black

MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network

Yulun Zhang, Kai Li, Kunpeng Li, Yun Fu

Group-aware Label Transfer for Domain Adaptive Person Re-identification

Kecheng Zheng, Wu Liu, Lingxiao He, Tao Mei, Jiebo Luo

DeRF: Decomposed Radiance Fields

Daniel Rebain, Wei Jiang, Soroosh Yazdani, Ke Li, Kwang Moo Yi

There Is More Than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking With Sound by Distilling Multimodal Knowledge

Francisco Rivera Valverde, Juana Valeria Hurtado, Abhinav Valada

Learning Feature Aggregation for Deep 3D Morphable Models

Zhixiang Chen, Tae-kyun Kim

PointAugmenting: Cross-Modal Augmentation for 3D Object Detection

Chunwei Wang, Chao Ma, Ming Zhu, Xiaokang Yang

Data-Free Model Extraction

Jean-Baptiste Truong, Pratyush Maini, Robert J. Walls, Nicolas Papernot

Temporal Action Segmentation From Timestamp Supervision

Zhe Li, Yazan Abu Farha, Jürgen Gall

Spatiotemporal Registration for Event-Based Visual Odometry

Daqi Liu, Alvaro Parra, Tat-jun Chin

Guided Integrated Gradients: An Adaptive Path Method for Removing Noise

Andrei Kapishnikov, Subhashini Venugopalan, Besim Avci, Ben Wedin, Michael Terry

Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration

Liyuan Pan, Shah Chowdhury, Richard Hartley, miaomiao Liu, Hongguang Zhang

Diffusion Probabilistic Models for 3D Point Cloud Generation

Shitong Luo, Wei Hu

Simulating Unknown Target Models for Query-Efficient Black-Box Attacks

Chen Ma, Li Chen, Jun-Hai Yong

Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning

Mingjie Sun, Jimin Xiao, Eng Gee Lim

The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models

Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang

On Learning the Geodesic Path for Incremental Learning

Christian Simon, Piotr Koniusz, Mehrtash Harandi

Towards More Flexible and Accurate Object Tracking With Natural Language: Algorithms and Benchmark

Xiao Wang, Xiujun Shu, Zhipeng Zhang, Bo Jiang, Yaowei Wang

Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction From Raw Point Clouds

Wenbin Zhao, Jiabao Lei, Yuxin Wen, Jianguo Zhang, Kui Jia

Unsupervised Learning of Depth and Depth-of-Field Effect From Natural Images With Aperture Rendering Generative Adversarial Networks

Takuhiro Kaneko

Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction

Shipeng Zhang, Lizhi Wang, Lei Zhang, Hua Huang

Region-Aware Adaptive Instance Normalization for Image Harmonization

Jun Ling, Han Xue, Li Song, Rong Xie, Xiao Gu

Line Segment Detection Using Transformers Without Edges

Yifan Xu, Weijian Xu, David Cheung, Zhuowen Tu

LiDAR R-CNN: An Efficient and Universal 3D Object Detector

Zhichao Li, Feng Wang, Naiyan Wang

Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs

Hui-Po Wang, Ning Yu, Mario Fritz

FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise

Jaeseok Byun, Sungmin Cha, Taesup Moon

Content-Aware GAN Compression

Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi

VLN BERT: A Recurrent Vision-and-Language BERT for Navigation

Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez-Opazo, Stephen Gould

Unpaired Image-to-Image Translation via Latent Energy Transport

Yang Zhao, Changyou Chen

Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos

Yasamin Jafarian, Hyun Soo Park

Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations

Yanyi Zhang, Xinyu Li, Ivan Marsic

Deep Graph Matching Under Quadratic Constraint

Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia

IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking

Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang

Progressive Unsupervised Learning for Visual Object Tracking

Qiangqiang Wu, Jia Wan, Antoni B. Chan

Explicit Knowledge Incorporation for Visual Reasoning

Yifeng Zhang, Ming Jiang, Qi Zhao

High-Fidelity and Arbitrary Face Editing

Yue Gao, Fangyun Wei, Jianmin Bao, Shuyang Gu, Dong Chen

Robust Audio-Visual Instance Discrimination

Pedro Morgado, Ishan Misra, Nuno Vasconcelos

Space-Time Distillation for Video Super-Resolution

Zeyu Xiao, Xueyang Fu, Jie Huang, Zhen Cheng, Zhiwei Xiong

Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks

Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan

TrafficSim: Learning To Simulate Realistic Multi-Agent Behaviors

Simon Suo, Sebastian Regalado, Sergio Casas, Raquel Urtasun