CVPR 2020

1,466 papers

A Sparse Resultant Based Method for Efficient Minimal Solvers

Snehal Bhayani, Zuzana Kukelova, Janne Heikkila

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

Jonathan Munro, Dima Damen

Scalability in Perception for Autonomous Driving: Waymo Open Dataset

Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation

Sharon Fogel, Hadar Averbuch-Elor, Sarel Cohen, Shai Mazor, Roee Litman

ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture

Sena Kiciroglu, Helge Rhodin, Sudipta N. Sinha, Mathieu Salzmann, Pascal Fua

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander G. Schwing

Minimal Solutions for Relative Pose With a Single Affine Correspondence

Banglei Guan, Ji Zhao, Zhang Li, Fang Sun, Friedrich Fraundorfer

Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer

Fengmao Lv, Tao Liang, Xiang Chen, Guosheng Lin

DaST: Data-Free Substitute Training for Adversarial Attacks

Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu

ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings

Jiahui Huang, Sheng Yang, Tai-Jiang Mu, Shi-min Hu

Evaluating Weakly Supervised Object Localization Methods Right

Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata

Dynamic Graph Message Passing Networks

Li Zhang, Dan Xu, Anurag Arnab, Philip H.S. Torr

In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction From 2D Landmarks

Heng Yang, Luca Carlone

Adaptive Subspaces for Few-Shot Learning

Christian Simon, Piotr Koniusz, Richard Nock, Mehrtash Harandi

PointPainting: Sequential Fusion for 3D Object Detection

Sourabh Vora, Alex H. Lang, Bassam Helou, Oscar Beijbom

Correspondence-Free Material Reconstruction using Sparse Surface Constraints

Sebastian Weiss, Robert Maier, Daniel Cremers, Rüdiger Westermann, Nils Thuerey

Deep Parametric Shape Predictions Using Distance Fields

Dmitriy Smirnov, Matthew Fisher, Vladimir G. Kim, Richard Zhang, Justin Solomon

Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging

Xiangrui Zeng, Min Xu

What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients

Alvin Chan, Yi Tay, Yew-Soon Ong

Benchmarking Adversarial Robustness on Image Classification

Yinpeng Dong, Qi-An Fu, Xiao Yang, Tianyu Pang, Hang Su

3DV: 3D Dynamic Voxel for Action Recognition in Depth Video

Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao

Evolving Losses for Unsupervised Video Representation Learning

AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo

Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles

Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin

Relation-Aware Global Attention for Person Re-Identification

Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Xin Jin, Zhibo Chen

Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection

Yining Lang, Yuan He, Fan Yang, Jianfeng Dong, hui xue

BSP-Net: Generating Compact Meshes via Binary Space Partitioning

Zhiqin Chen, Andrea Tagliasacchi, Hao Zhang

Mesh-Guided Multi-View Stereo With Pyramid Architecture

Yuesong Wang, Tao Guan, Zhuo Chen, Yawei Luo, Keyang Luo

Enhancing Cross-Task Black-Box Transferability of Adversarial Examples With Dispersion Reduction

Yantao Lu, Yunhan Jia, Jianyu Wang, Bai Li, Weiheng Chai

Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation

Junsong Fan, Zhaoxiang Zhang, Chunfeng Song, Tieniu Tan

From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement

Wenhan Yang, Shiqi Wang, Yuming Fang, Yue Wang, Jiaying Liu

DMCP: Differentiable Markov Channel Pruning for Neural Networks

Shaopeng Guo, Yujie Wang, Quanquan Li, Junjie Yan

Learning Event-Based Motion Deblurring

Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy Ren, Jiancheng Lv

MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation

John Lambert, Zhuang Liu, Ozan Sener, James Hays, Vladlen Koltun

A Multi-Hypothesis Approach to Color Constancy

Daniel Hernandez-Juarez, Sarah Parisot, Benjamin Busam, Ales Leonardis, Gregory Slabaugh

Multi-Scale Boosted Dehazing Network With Dense Feature Fusion

Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang

End-to-End Learning Local Multi-View Descriptors for 3D Point Clouds

Lei Li, Siyu Zhu, Hongbo Fu, Ping Tan, Chiew-Lan Tai

Geometry-Aware Satellite-to-Ground Image Synthesis for Urban Areas

Xiaohu Lu, Zuoyue Li, Zhaopeng Cui, Martin R. Oswald, Marc Pollefeys

Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion

Xiaoming Li, Wenyu Li, Dongwei Ren, Hongzhi Zhang, Meng Wang

Bringing Old Photos Back to Life

Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen

Weakly Supervised Visual Semantic Parsing

Alireza Zareian, Svebor Karaman, Shih-fu Chang

Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar

Nicolas Scheiner, Florian Kraus, Fangyin Wei, Buu Phan, Fahim Mannan

Fast MSER

Hailiang Xu, Siqi Xie, Fan Chen

From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality

Zhenqiang Ying, Haoran Niu, Praful Gupta, Dhruv Mahajan, Deepti Ghadiyaram

HOnnotate: A Method for 3D Annotation of Hand and Object Poses

Shreyas Hampali, Mahdi Rad, Markus Oberweger, Vincent Lepetit

Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes

Sravanti Addepalli, Vivek B.S., Arya Baburaj, Gaurang Sriramanan, R. Venkatesh Babu

Towards Unified INT8 Training for Convolutional Neural Network

Feng Zhu, Ruihao Gong, Fengwei Yu, Xianglong Liu, Yanfei Wang

Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification

Yichao Yan, Jie Qin, JIAXIN CHEN, Li Liu, Fan Zhu

SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification

Sam Maksoud, Kun Zhao, Peter Hobson, Anthony Jennings, Brian C. Lovell

Inter-Task Association Critic for Cross-Resolution Person Re-Identification

Zhiyi Cheng, Qi Dong, Shaogang Gong, Xiatian Zhu

Deep Grouping Model for Unified Perceptual Parsing

Zhiheng Li, Wenxuan Bao, Jiayang Zheng, Chenliang Xu

Don't Hit Me! Glass Detection in Real-World Scenes

Haiyang Mei, Xin Yang, Yang Wang, Yuanyuan Liu, Shengfeng He

FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation

Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi

Progressive Mirror Detection

Jiaying Lin, Guodong Wang, Rynson W.H. Lau

3D Sketch-Aware Semantic Scene Completion via Semi-Supervised Structure Prior

Xiaokang Chen, Kwan-Yee Lin, Chen Qian, Gang Zeng, hongsheng Li

Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers

Lyujian Lu, Hua Wang, Saad Elbeleidy, Feiping Nie

Generative Hybrid Representations for Activity Forecasting With No-Regret Learning

Jiaqi Guan, Ye Yuan, Kris M. Kitani, Nicholas Rhinehart

Structure Preserving Generative Cross-Domain Learning

Haifeng Xia, Zhengming Ding

Local Non-Rigid Structure-From-Motion From Diffeomorphic Mappings

Shaifali Parashar, Mathieu Salzmann, Pascal Fua

3D Packing for Self-Supervised Monocular Depth Estimation

Vitor Guizilini, Rares Ambrus, Sudeep Pillai, Allan Raventós, Adrien Gaidon

Neural Blind Deconvolution Using Deep Priors

Dongwei Ren, Kai Zhang, Qilong Wang, Qinghua Hu, Wangmeng Zuo

CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries

Han Yang, Xingjian Zhen, Ying Chi, Lei Zhang, Xian-Sheng Hua

SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation

Mohsen Fayyaz, Jürgen Gall

Fashion Outfit Complementary Item Retrieval

Yen-Liang Lin, Son Tran, Larry S. Davis

Neural Cages for Detail-Preserving 3D Deformations

Wang Yifan, Noam Aigerman, Vladimir G. Kim, Siddhartha Chaudhuri, Olga Sorkine-hornung

Neural Network Pruning With Residual-Connections and Limited-Data

Jian-Hao Luo, Jianxin Wu

CycleISP: Real Image Restoration via Improved Data Synthesis

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

Deep Global Registration

Christopher Choy, Wei Dong, Vladlen Koltun

CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus

Florian Kluger, Eric Brachmann, Hanno Ackermann, Carsten Rother, Michael Ying Yang

OASIS: A Large-Scale Dataset for Single Image 3D in the Wild

Weifeng Chen, Shengyi Qian, David Fan, Noriyuki Kojima, Max Hamilton

Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

Qibin Hou, Li Zhang, Ming-Ming Cheng, Jiashi Feng

Holistically-Attracted Wireframe Parsing

Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia

Cascaded Human-Object Interaction Recognition

Tianfei Zhou, Wenguan Wang, Siyuan Qi, Haibin Ling, Jianbing Shen

Auxiliary Training: Towards Accurate and Robust Models

Linfeng Zhang, Muzhou Yu, Tong Chen, Zuoqiang Shi, Chenglong Bao

Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

Zehao Yu, Shenghua Gao

All in One Bad Weather Removal Using Architectural Search

Ruoteng Li, Robby T. Tan, Loong-Fah Cheong

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching

Xiaodong Gu, Zhiwen Fan, Siyu Zhu, Zuozhuo Dai, Feitong Tan

Embodied Language Grounding With 3D Visual Feature Representations

Mihir Prabhudesai, Hsiao-Yu Fish Tung, Syed Ashar Javed, Maximilian Sieb, Adam W. Harley

Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising

Haokui Zhang, Ying Li, Hao Chen, Chunhua Shen

Differentiable Volumetric Rendering: Learning Implicit 3D Representations Without 3D Supervision

Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geiger

Adaptive Interaction Modeling via Graph Operations Search

Haoxin Li, Wei-Shi Zheng, Yu Tao, Haifeng Hu, Jian-Huang Lai

AdderNet: Do We Really Need Multiplications in Deep Learning?

Hanting Chen, Yunhe Wang, Chunjing XU, Boxin Shi, Chao Xu

MPM: Joint Representation of Motion and Position Map for Cell Tracking

Junya Hayashida, Kazuya Nishimura, Ryoma Bise

Dynamic Fluid Surface Reconstruction Using Deep Neural Network

Simron Thapa, Nianyi Li, Jinwei Ye

PaStaNet: Toward Human Activity Knowledge Engine

Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu

Novel Object Viewpoint Estimation Through Reconstruction Alignment

Mohamed El Banani, Jason J. Corso, David F. Fouhey

Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction

Fuyang Zhang, Nelson Nauata, Yasutaka Furukawa

ActionBytes: Learning From Trimmed Videos to Localize Actions

Mihir Jain, Amir Ghodrati, Cees G. M. Snoek

Perspective Plane Program Induction From a Single Image

Yikai Li, Jiayuan Mao, Xiuming Zhang, William T. Freeman, Joshua B. Tenenbaum

Structure-Guided Ranking Loss for Single Image Depth Prediction

Ke Xian, Jianming Zhang, Oliver Wang, Long Mai, Zhe Lin

Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR Calibre Bokeh Effect on Smartphones

Chenchi Luo, Yingmao Li, Kaimo Lin, George Chen, Seok-Jun Lee

Rethinking Differentiable Search for Mixed-Precision Neural Networks

Zhaowei Cai, Nuno Vasconcelos

Modeling Biological Immunity to Adversarial Examples

Edward Kim, Jocelyn Rego, Yijing Watkins, Garrett T. Kenyon

Revisiting Knowledge Distillation via Label Smoothing Regularization

Li Yuan, Francis EH Tay, Guilin Li, Tao Wang, Jiashi Feng

Point Cloud Completion by Skip-Attention Network With Hierarchical Folding

Xin Wen, Tianyang Li, Zhizhong Han, Yu-Shen Liu

TomoFluid: Reconstructing Dynamic Fluid From Sparse View Videos

Guangming Zang, Ramzi Idoughi, Congli Wang, Anthony Bennett, Jianguo Du

TextureFusion: High-Quality Texture Acquisition for Real-Time RGB-D Scanning

Joo Ho Lee, Hyunho Ha, Yue Dong, Xin Tong, Min H. Kim

PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

Shunsuke Saito, Tomas Simon, Jason Saragih, Hanbyul Joo

Adversarial Texture Optimization From RGB-D Scans

Jingwei Huang, Justus Thies, Angela Dai, Abhijit Kundu, Chiyu

Efficient Adversarial Training With Transferable Adversarial Examples

Haizhong Zheng, Ziqi Zhang, Juncheng Gu, Honglak Lee, Atul Prakash

Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning

Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini