CVPR 2020

1,466 papers

DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data

Vignesh Ramanathan, Rui Wang, Dhruv Mahajan

Explainable Object-Induced Action Decision for Autonomous Vehicles

Yiran Xu, Xiaoyin Yang, Lihang Gong, Hsuan-Chu Lin, Tz-Ying Wu

On the Distribution of Minima in Intrinsic-Metric Rotation Averaging

Kyle Wilson, David Bindel

Scene-Adaptive Video Frame Interpolation via Meta-Learning

Myungsub Choi, Janghoon Choi, Sungyong Baik, Tae Hyun Kim, Kyoung Mu Lee

Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images

Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang

High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

Haohan Wang, Xindi Wu, Zeyi Huang, Eric P. Xing

A Quantum Computational Approach to Correspondence Problems on Point Sets

Vladislav Golyanik, Christian Theobalt

End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection

Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge Belongie

Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking

Jin Gao, Weiming Hu, Yan Lu

Computing Valid P-Values for Image Segmentation by Selective Inference

Kosuke Tanizaki, Noriaki Hashimoto, Yu Inatsu, Hidekata Hontani, Ichiro Takeuchi

Generating 3D People in Scenes Without People

Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang

Semantic Drift Compensation for Class-Incremental Learning

Lu Yu, Bartlomiej Twardowski, Xialei Liu, Luis Herranz, Kai Wang

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu

Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

Tracking by Instance Detection: A Meta-Learning Approach

Guangting Wang, Chong Luo, Xiaoyan Sun, Zhiwei Xiong, Wenjun Zeng

Interpreting the Latent Space of GANs for Semantic Face Editing

Yujun Shen, Jinjin Gu, Xiaoou Tang, Bolei Zhou

Controllable Orthogonalization in Training DNNs

Lei Huang, Li Liu, Fan Zhu, Diwen Wan, Zehuan Yuan

Effectively Unbiased FID and Inception Score and Where to Find Them

Min Jin Chong, David Forsyth

SketchyCOCO: Image Generation From Freehand Scene Sketches

Chengying Gao, Qi Liu, Qi Xu, Limin Wang, Jianzhuang Liu

Interactive Multi-Label CNN Learning With Partial Labels

Dat Huynh, Ehsan Elhamifar

PADS: Policy-Adapted Sampling for Visual Similarity Learning

Karsten Roth, Timo Milbich, Bjorn Ommer

Unsupervised Magnification of Posture Deviations Across Subjects

Michael Dorkenwald, Uta Buchler, Bjorn Ommer

Harmonizing Transferability and Discriminability for Adapting Object Detectors

Chaoqi Chen, Zebiao Zheng, Xinghao Ding, Yue Huang, Qi Dou

Recurrent Feature Reasoning for Image Inpainting

Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao

NestedVAE: Isolating Common Factors via Weak Supervision

Matthew J. Vowels, Necati Cihan Camgoz, Richard Bowden

Real-Time Panoptic Segmentation From Dense Detections

Rui Hou, Jie Li, Arjun Bhargava, Allan Raventós, Vitor Guizilini

Three-Dimensional Reconstruction of Human Interactions

Mihai Fieraru, Mihai Zanfir, Elisabeta Oneata, Alin-Ionut Popa, Vlad Olaru

Multi-Scale Progressive Fusion Network for Single Image Deraining

Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang

Quasi-Newton Solver for Robust Non-Rigid Registration

Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang

Towards Better Generalization: Joint Depth-Pose Learning Without PoseNet

Wang Zhao, Shaohui Liu, Yezhi Shu, Yong-jin Liu

Learning by Analogy: Reliable Supervision From Transformations for Unsupervised Optical Flow Estimation

Liang Liu, Jiangning Zhang, Ruifei He, Yong Liu, Yabiao Wang

Attentive Normalization for Conditional Image Generation

Yi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia

ProAlignNet: Unsupervised Learning for Progressively Aligning Noisy Contours

VSR Veeravasarapu, Abhishek Goel, Deepak Mittal, Maneesh Singh

Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task

Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann

Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild

Dominik Kulon, Riza Alp Guler, Iasonas Kokkinos, Michael M. Bronstein, Stefanos Zafeiriou

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics

Simon Jenni, Hailin Jin, Paolo Favaro

F-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation

Konstantin Sofiiuk, Ilia Petrov, Olga Barinova, Anton Konushin

Modeling the Background for Incremental Learning in Semantic Segmentation

Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation

Abdallah Benzine, Florian Chabot, Bertrand Luvison, Quoc Cuong Pham, Catherine Achard

Time Flies: Animating a Still Image With Time-Lapse Video As Reference

Chia-Chi Cheng, Hung-Yu Chen, Wei-Chen Chiu

Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning

Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen

Towards Global Explanations of Convolutional Neural Networks With Concept Attribution

Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King

ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction

Wenbin Zhu, HsiangTao Wu, Zeyu Chen, Noranart Vesdapunt, Baoyuan Wang

Instance-Aware Image Colorization

Jheng-Wei Su, Hung-Kuo Chu, Jia-Bin Huang

Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing

Zezheng Wang, Zitong Yu, Chenxu Zhao, Xiangyu Zhu, Yunxiao Qin

Averaging Essential and Fundamental Matrices in Collinear Camera Settings

Amnon Geifman, Yoni Kasten, Meirav Galun, Ronen Basri

Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution

Xibin Song, Yuchao Dai, Dingfu Zhou, Liu Liu, Wei Li

Cross-Modal Pattern-Propagation for RGB-T Tracking

Chaoqun Wang, Chunyan Xu, Zhen Cui, Ling Zhou, Tong Zhang

Learning to Dress 3D People in Generative Clothing

Qianli Ma, Jinlong Yang, Anurag Ranjan, Sergi Pujades, Gerard Pons-Moll

Analyzing and Improving the Image Quality of StyleGAN

Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen

Decoupled Representation Learning for Skeleton-Based Gesture Recognition

Jianbo Liu, Yongcheng Liu, Ying Wang, Veronique Prinet, SHIMING XIANG

Sketch-BERT: Learning Sketch Bidirectional Encoder Representation From Transformers by Self-Supervised Learning of Sketch Gestalt

Hangyu Lin, Yanwei Fu, Xiangyang Xue, Yu-Gang Jiang

On the Detection of Digital Face Manipulation

Hao Dang, Feng Liu, Joel Stehouwer, Xiaoming Liu, Anil K. Jain

CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen

TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style

Chaitanya Patel, Zhouyingcheng Liao, Gerard Pons-Moll

Video Super-Resolution With Temporal Group Attention

Takashi Isobe, Songjiang Li, Xu Jia, Shanxin Yuan, Gregory Slabaugh

ASLFeat: Learning Local Features of Accurate Shape and Localization

Zixin Luo, Lei Zhou, Xuyang Bai, Hongkai Chen, Jiahui Zhang

Large Scale Video Representation Learning via Relational Graph Clustering

Hyodong Lee, Joonseok Lee, Joe Yue-Hei Ng, Paul Natsev

Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge

Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds

Yongming Rao, Jiwen Lu, Jie Zhou

Learning Representations by Predicting Bags of Visual Words

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, Matthieu Cord

Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

Runfa Chen, Wenbing Huang, Binghui Huang, Fuchun Sun, Bin Fang

Joint Spatial-Temporal Optimization for Stereo 3D Object Tracking

Peiliang Li, Jieqi Shi, Shaojie Shen

Nested Scale-Editing for Conditional Image Synthesis

Lingzhi Zhang, Jiancong Wang, Yinshuang Xu, Jie Min, Tarmily Wen

Hyperbolic Image Embeddings

Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan Oseledets, Victor Lempitsky

C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds

Albert Pumarola, Stefan Popov, Francesc Moreno-Noguer, Vittorio Ferrari

Global Texture Enhancement for Fake Face Detection in the Wild

Zhengzhe LIU, Xiaojuan Qi, Philip H.S. Torr

Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects

Seungryul Baek, Kwang In Kim, Tae-kyun Kim

Local Deep Implicit Functions for 3D Shape

Kyle Genova, Forrester Cole, Avneesh Sud, Aaron Sarna, Thomas Funkhouser

StarGAN v2: Diverse Image Synthesis for Multiple Domains

Yunjey Choi, Youngjung Uh, Jaejun Yoo, Jung-Woo Ha

SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis

Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou

GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences

Prune Truong, Martin Danelljan, Radu Timofte

Warping Residual Based Image Stitching for Large Parallax

Kyu-Yul Lee, Jae-Young Sim

Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning

Yuan Yao, Chang Liu, Dezhao Luo, Yu Zhou, Qixiang Ye

Domain Adaptive Image-to-Image Translation

Ying-Cong Chen, Xiaogang Xu, Jiaya Jia

3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation

Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe, Matthias Niessner

Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation

Matteo Fabbri, Fabio Lanzi, SIMONE CALDERARA, Stefano Alletto, Rita Cucchiara

Cars Can't Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks

Sungha Choi, Joanne T. Kim, Jaegul Choo

Bodies at Rest: 3D Human Pose and Shape Estimation From a Pressure Image Using Synthetic Data

Henry M. Clever, Zackory Erickson, Ariel Kapusta, Greg Turk, Karen Liu

MARMVS: Matching Ambiguity Reduced Multiple View Stereo for Efficient Large Scale Scene Reconstruction

Zhenyu Xu, Yiguang Liu, Xuelei Shi, Ying Wang, Yunan Zheng

3FabRec: Fast Few-Shot Face Alignment by Reconstruction

Bjorn Browatzki, Christian Wallraven

MaskFlownet: Asymmetric Feature Matching With Learnable Occlusion Mask

Shengyu Zhao, Yilun Sheng, Yue Dong, Eric I-Chao Chang, Yan Xu

Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction

Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung

Distribution-Aware Coordinate Representation for Human Pose Estimation

Feng Zhang, Xiatian Zhu, Hanbin Dai, Mao Ye, Ce Zhu

Self-Supervised Learning of Interpretable Keypoints From Unlabelled Videos

Tomas Jakab, Ankush Gupta, Hakan Bilen, Andrea Vedaldi

Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis

Jogendra Nath Kundu, Siddharth Seth, Varun Jampani, Mugalodi Rakesh, R. Venkatesh Babu

DoveNet: Deep Image Harmonization via Domain Verification

Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling

Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems

Patrick Knobelreiter, Christian Sormann, Alexander Shekhovtsov, Friedrich Fraundorfer, Thomas Pock

AdversarialNAS: Adversarial Neural Architecture Search for GANs

Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan

Cogradient Descent for Bilinear Optimization

Li'an Zhuo, Baochang Zhang, Linlin Yang, Hanlin Chen, Qixiang Ye

Novel View Synthesis of Dynamic Scenes With Globally Coherent Depths From a Monocular Camera

Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, Jan Kautz

UniPose: Unified Human Pose Estimation in Single Images and Videos

Bruno Artacho, Andreas Savakis

Adaptive Graph Convolutional Network With Attention Graph Clustering for Co-Saliency Detection

Kaihua Zhang, Tengpeng Li, Shiwen Shen, Bo Liu, Jin Chen

Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition

Yaobin Zhang, Weihong Deng, Mei Wang, Jiani Hu, Xian Li

Towards Backward-Compatible Representation Learning

Yantao Shen, Yuanjun Xiong, Wei Xia, Stefano Soatto

Semantic Pyramid for Image Generation

Assaf Shocher, Yossi Gandelsman, Inbar Mosseri, Michal Yarom, Michal Irani

StyleRig: Rigging StyleGAN for 3D Control Over Portrait Images

Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-peter Seidel

Scale-Space Flow for End-to-End Optimized Video Compression

Eirikur Agustsson, David Minnen, Nick Johnston, Johannes Ballé, Sung Jin Hwang

Suppressing Uncertainties for Large-Scale Facial Expression Recognition

Kai Wang, Xiaojiang Peng, Jianfei Yang, Shijian Lu, Yu Qiao

Transferring Dense Pose to Proximal Animal Classes

Artsiom Sanakoyeu, Vasil Khalidov, Maureen S. McCarthy, Andrea Vedaldi, Natalia Neverova