CVPR 2021

1,660 papers

Multi-Objective Interpolation Training for Robustness To Label Noise

Diego Ortego, Eric Arazo, Paul Albert, Noel E. O'Connor, Kevin McGuinness

Metadata Normalization

Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-fei

Trajectory Prediction With Latent Belief Energy-Based Model

Bo Pang, Tianyang Zhao, Xu Xie, Ying Nian Wu

Interpretable Social Anchors for Human Trajectory Forecasting in Crowds

Parth Kothari, Brian Sifringer, Alexandre Alahi

Real-Time High-Resolution Background Matting

Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian L. Curless, Steven M. Seitz

Semantic-Aware Video Text Detection

Wei Feng, Fei Yin, Xu-yao Zhang, Cheng-lin Liu

Binary TTC: A Temporal Geofence for Autonomous Navigation

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

Dual Contradistinctive Generative Autoencoder

Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu

RPN Prototype Alignment for Domain Adaptive Object Detector

Yixin Zhang, Zilei Wang, Yushi Mao

Optimal Quantization Using Scaled Codebook

Yerlan Idelbayev, Pavlo Molchanov, Maying Shen, Hongxu Yin, Miguel Á. Carreira-Perpiñán

StylePeople: A Generative Model of Fullbody Human Avatars

Artur Grigorev, Karim Iskakov, Anastasia Ianina, Renat Bashirov, Ilya Zakharkin

Variational Prototype Learning for Deep Face Recognition

Jiankang Deng, Jia Guo, Jing Yang, Alexandros Lattas, Stefanos Zafeiriou

Understanding the Behaviour of Contrastive Loss

Feng Wang, Huaping Liu

Positive Sample Propagation Along the Audio-Visual Event Line

Jinxing Zhou, Liang Zheng, Yiran Zhong, Shijie Hao, Meng Wang

Exploring Sparsity in Image Super-Resolution for Efficient Inference

Longguang Wang, Xiaoyu Dong, Yingqian Wang, Xinyi Ying, Zaiping Lin

Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion

peng sun, Wenhu Zhang, Huanyu Wang, Songyuan Li, Xi Li

PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training

Luke Melas-Kyriazi, Arjun K. Manrai

SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction From Video Data

Yuan-Ting Hu, Jiahong Wang, Raymond A. Yeh, Alexander G. Schwing

Multiple Object Tracking With Correlation Learning

Qiang Wang, Yun Zheng, PAN PAN, Yinghui Xu

Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection

Jiacheng Cheng, Nuno Vasconcelos

KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment

Soo Ye Kim, Hyeonjun Sim, Munchurl Kim

Exemplar-Based Open-Set Panoptic Segmentation Network

Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, Bohyung Han

PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features

Zhenwei Miao, Jikai Chen, Hongyu Pan, Ruiwen Zhang, Kaixuan Liu

Single Image Depth Prediction With Wavelet Decomposition

Michael Ramamonjisoa, Michael Firman, Jamie Watson, Vincent Lepetit, Daniyar Turmukhambetov

PML: Progressive Margin Loss for Long-Tailed Age Classification

Zongyong Deng, Hao Liu, Yaoxing Wang, Chenyang Wang, Zekuan Yu

Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis

Yaxuan Zhu, Ruiqi Gao, Siyuan Huang, Song-chun Zhu, Ying Nian Wu

Scene-Aware Generative Network for Human Motion Synthesis

Jingbo Wang, Sijie Yan, Bo Dai, Dahua Lin

Mining Better Samples for Contrastive Learning of Temporal Correspondence

Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn

Incremental Few-Shot Instance Segmentation

Dan Andrei Ganea, Bas Boom, Ronald Poppe

Memory-Guided Unsupervised Image-to-Image Translation

Somi Jeong, Youngjung Kim, Eungbean Lee, Kwanghoon Sohn

Focus on Local: Detecting Lane Marker From Bottom Up via Key Point

Zhan Qu, Huan Jin, Yang Zhou, Zhen Yang, Wei Zhang

Generalizable Pedestrian Detection: The Elephant in the Room

Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao

Causal Hidden Markov Model for Time Series Disease Forecasting

Jing Li, Botong Wu, Xinwei Sun, Yizhou Wang

Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency

Xin Lai, Zhuotao Tian, Li Jiang, Shu Liu, Hengshuang Zhao

A Multiplexed Network for End-to-End, Multilingual OCR

Jing Huang, Guan Pang, Rama Kovvuri, Mandy Toh, Kevin J Liang

Backdoor Attacks Against Deep Learning Systems in the Physical World

Emily Wenger, Josephine Passananti, Arjun Nitin Bhagoji, Yuanshun Yao, Haitao Zheng

Distilling Causal Effect of Data in Class-Incremental Learning

Xinting Hu, Kaihua Tang, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang

Large-Scale Localization Datasets in Crowded Indoor Spaces

Donghwan Lee, Soohyun Ryu, Suyong Yeon, Yonghan Lee, Deokhwa Kim

SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery

Jaehyup Lee, Soomin Seo, Munchurl Kim

Variational Pedestrian Detection

Yuang Zhang, Huanyu He, Jianguo Li, Yuxi Li, John See

Populating 3D Scenes by Learning Human-Scene Interaction

Mohamed Hassan, Partha Ghosh, Joachim Tesch, Dimitrios Tzionas, Michael J. Black

Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter

Tianwei Wang, Yuanzhi Zhu, LianWen Jin, Dezhi Peng, Zhe Li

Contrastive Neural Architecture Search With Neural Architecture Comparators

Yaofo Chen, Yong Guo, Qi Chen, Minli Li, Wei Zeng

Learning by Aligning Videos in Time

Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram N. Syed, Andrey Konin

Regularizing Neural Networks via Adversarial Model Perturbation

Yaowei Zheng, Richong Zhang, Yongyi Mao

Skeleton Merger: An Unsupervised Aligned Keypoint Detector

Ruoxi Shi, Zhengrong Xue, Yang You, Cewu Lu

Regularizing Generative Adversarial Networks Under Limited Data

Hung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang, Weilong Yang

Refining Pseudo Labels With Clustering Consensus Over Generations for Unsupervised Object Re-Identification

Xiao Zhang, Yixiao Ge, Yu Qiao, hongsheng Li

GLAVNet: Global-Local Audio-Visual Cues for Fine-Grained Material Recognition

Fengmin Shi, Jie Guo, Haonan Zhang, Shan Yang, Xiying Wang

Learning the Best Pooling Strategy for Visual Semantic Embedding

Jiacheng Chen, Hexiang Hu, Hao Wu, Yuning Jiang, Changhu Wang

3D-to-2D Distillation for Indoor Scene Parsing

Zhengzhe LIU, Xiaojuan Qi, Chi-Wing Fu

Stay Positive: Non-Negative Image Synthesis for Augmented Reality

Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan

Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking

Fatemeh Saleh, Sadegh Aliakbarian, Hamid Rezatofighi, Mathieu Salzmann, Stephen Gould

Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map

Elmira Amirloo, Mohsen Rohani, Ershad Banijamali, Jun Luo, Pascal Poupart

Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion

Matteo Maggioni, Yibin Huang, Cheng Li, Shuai Xiao, Zhongqian Fu

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond

Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

Progressive Semantic Segmentation

Chuong Huynh, Anh Tuan Tran, Khoa Luu, Minh Hoai

OTA: Optimal Transport Assignment for Object Detection

Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

HDR Environment Map Estimation for Real-Time Augmented Reality

Gowri Somanath, Daniel Kurz

House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects

Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang, Hang Chu, Chin-Yi Cheng

UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning

Kunming Luo, Chuan Wang, Shuaicheng Liu, Haoqiang Fan, Jue Wang

Iterative Filter Adaptive Network for Single Image Defocus Deblurring

Junyong Lee, Hyeongseok Son, Jaesung Rim, Sunghyun Cho, Seungyong Lee

UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification

Tianyu Zhang, Lingxi Xie, Longhui Wei, Zijie Zhuang, Yongfei Zhang

Complementary Relation Contrastive Distillation

Jinguo Zhu, SHIXIANG TANG, Dapeng Chen, Shijie Yu, Yakun Liu

Bi-GCN: Binary Graph Convolutional Network

Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo

Open World Compositional Zero-Shot Learning

Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

Chun-Liang Li, Kihyuk Sohn, Jinsung Yoon, Tomas Pfister

Self-Supervised Geometric Perception

Heng Yang, Wei Dong, Luca Carlone, Vladlen Koltun

MobileDets: Searching for Object Detection Architectures for Mobile Accelerators

Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender

Learning Deep Latent Variable Models by Short-Run MCMC Inference With Optimal Transport Correction

Dongsheng An, Jianwen Xie, Ping Li

Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation

Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin

PD-GAN: Probabilistic Diverse GAN for Image Inpainting

Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song, Xintong Han

Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing

Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu

Sequence-to-Sequence Contrastive Learning for Text Recognition

Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg

VIP-DeepLab: Learning Visual Perception With Depth-Aware Video Panoptic Segmentation

Siyuan Qiao, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective

Nontawat Charoenphakdee, Jayakorn Vongkulbhisal, Nuttapong Chairatanakul, Masashi Sugiyama

TransFill: Reference-Guided Image Inpainting by Merging Multiple Color and Spatial Transformations

Yuqian Zhou, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi

Cloud2Curve: Generation and Vectorization of Parametric Sketches

Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

Probabilistic Embeddings for Cross-Modal Retrieval

Sanghyuk Chun, Seong Joon Oh, Rafael Sampaio de Rezende, Yannis Kalantidis, Diane Larlus

Reconsidering Representation Alignment for Multi-View Clustering

Daniel J. Trosten, Sigurd Lokse, Robert Jenssen, Michael Kampffmeyer

Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising

Tongyao Pang, Huan Zheng, Yuhui Quan, Hui Ji

EnD: Entangling and Disentangling Deep Representations for Bias Correction

Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto

Pareto Self-Supervised Training for Few-Shot Learning

Zhengyu Chen, Jixie Ge, Heshen Zhan, Siteng Huang, Donglin Wang

Audio-Driven Emotional Video Portraits

Xinya Ji, Hang Zhou, Kaisiyuan Wang, Wayne Wu, Chen Change Loy

Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations

Umberto Michieli, Pietro Zanuttigh

Domain Consensus Clustering for Universal Domain Adaptation

Guangrui Li, Guoliang Kang, Yi Zhu, Yunchao Wei, Yi Yang

Passive Inter-Photon Imaging

Atul Ingle, Trevor Seets, Mauro Buttafava, Shantanu Gupta, Alberto Tosi

Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency?

Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu, Paul L. Rosin

Strengthen Learning Tolerance for Weakly Supervised Object Localization

Guangyu Guo, Junwei Han, Fang Wan, Dingwen Zhang

Reformulating HOI Detection As Adaptive Set Prediction

Mingfei Chen, Yue Liao, Si Liu, Zhiyuan Chen, Fei Wang

STMTrack: Template-Free Visual Tracking With Space-Time Memory Networks

Zhihong Fu, Qingjie LIU, Zehua Fu, Yunhong Wang

Layout-Guided Novel View Synthesis From a Single Indoor Panorama

Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao

Beyond Static Features for Temporally Consistent 3D Human Pose and Shape From a Video

Hongsuk Choi, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee

Embedding Transfer With Label Relaxation for Improved Metric Learning

Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval

Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings

Mihai Dusmanu, Johannes L. Schonberger, Sudipta N. Sinha, Marc Pollefeys

T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval

Xiaohan Wang, Linchao Zhu, Yi Yang

SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events

Li Xu, He Huang, Jun Liu

Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach

Xingqian Xu, Zhifei Zhang, Zhaowen Wang, Brian Price, Zhonghao Wang

Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times

Omer Dahary, Matan Jacoby, Alex M. Bronstein