ECCV 2020

1,358 papers

Graph Edit Distance Reward: Learning to Edit Scene Graph

Lichang Chen, Guosheng Lin, Shijie Wang, Qingyao Wu

Deep Hashing with Active Pairwise Supervision

Ziwei Wang, Quan Zheng, Jiwen Lu, Jie Zhou

RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition

Linxi Fan, Shyamal Buch, Guanzhi Wang, Ryan Cao, Yuke Zhu

Peeking into occluded joints: A novel framework for crowd pose estimation

Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu

Representation Sharing for Fast Object Detector Search and Beyond

Yujie Zhong, Zelu Deng, Sheng Guo, Matthew R. Scott, Weilin Huang

Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes

Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu

Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang

Spherical Feature Transform for Deep Metric Learning

Yuke Zhu, Yan Bai, Yichen Wei

Informative Sample Mining Network for Multi-Domain Image-to-Image Translation

Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun

Gait Recognition from a Single Image using a Phase-Aware Gait Cycle Reconstruction Network

Chi Xu, Yasushi Makihara, Xiang Li, Yasushi Yagi, Jianfeng Lu

Acquiring Dynamic Light Fields through Coded Aperture Camera

Kohei Sakai, Keita Takahashi, Toshiaki Fujii, Hajime Nagahara

Dynamic ReLU

Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan

Detecting Natural Disasters, Damage, and Incidents in the Wild

Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Agata Lapedriza

iCaps: An Interpretable Classifier via Disentangled Capsule Networks

Dahuin Jung, Jonghyun Lee, Jihun Yi, Sungroh Yoon

UFO²: A Unified Framework towards Omni-supervised Object Detection

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Alexander G. Schwing

Inter-Image Communication for Weakly Supervised Localization

Xiaolin Zhang, Yunchao Wei, Yi Yang

Topology-Preserving Class-Incremental Learning

Xiaoyu Tao, Xinyuan Chang, Xiaopeng Hong, Xing Wei, Yihong Gong

Lensless Imaging with Focusing Sparse URA Masks in Long-Wave Infrared and its Application for Human Detection

Ilya Reshetouski, Hideki Oyaizu, Kenichiro Nakamura, Ryuta Satoh, Suguru Ushiki

Accurate Polarimetric BRDF for Real Polarization Scene Rendering

Yuhi Kondo, Taishi Ono, Legong Sun, Yasutaka Hirasawa, Jun Murayama

Toward Faster and Simpler Matrix Normalization via Rank-1 Update

Tan Yu, Yunfeng Cai, Ping Li

CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search

Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen

Iterative Feature Transformation for Fast and Versatile Universal Style Transfer

Tai-Yin Chiu, Danna Gurari

Towards Fast, Accurate and Stable 3D Dense Face Alignment

Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei

RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition

Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin, Hongbin Sun, Wayne Zhang

Angle-based Search Space Shrinking for Neural Architecture Search

Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang

Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement

Qiang Nie, Ziwei Liu, Yunhui Liu

Single-Shot Neural Relighting and SVBRDF Estimation

Shen Sang, Manmohan Chandraker

Robust Tracking against Adversarial Attacks

Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang

Efficient Residue Number System Based Winograd Convolution

Zhi-Gang Liu, Matthew Mattina

Deep Learning-based Pupil Center Detection for Fast and Accurate Eye Tracking System

Kang Il Lee, Jung Ho Jeon, Byung Cheol Song

Online Ensemble Model Compression using Knowledge Distillation

Devesh Walawalkar, Zhiqiang Shen, Marios Savvides

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman

Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems

Kailai Zhou, Linsen Chen, Xun Cao

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen

Adaptive Task Sampling for Meta-Learning

Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang Kun Zhang, Steven C.H. Hoi

Structural Deep Metric Learning for Room Layout Estimation

Wenzhao Zheng, Jiwen Lu, Jie Zhou

Polynomial Regression Network for Variable-Number Lane Detection

Bingke Wang, Zilei Wang, Yixin Zhang

Context-Gated Convolution

Xudong Lin, Lin Ma, Wei Liu, Shih-fu Chang

Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data

Tim Salzmann, Boris Ivanovic, Punarjay Chakravarty, Marco Pavone

Learning to See in the Dark with Events

Song Zhang, Yu Zhang, Zhe Jiang, Dongqing Zou, Jimmy Ren

SOLO: Segmenting Objects by Locations

Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li

HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization

Jiahao Lin, Gim Hee Lee

LIRA: Lifelong Image Restoration from Unknown Blended Distortions

Jianzhao Liu, Jianxin Lin, Xin Li, Wei Zhou, Sen Liu

Transformation Consistency Regularization – A Semi-Supervised Paradigm for Image-to-Image Translation

Aamir Mustafa, Rafal K. Mantiuk

Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions

Noa Garcia, Yuta Nakashima

Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

Tong He, Dong Gong, Zhi Tian, Chunhua Shen

Towards causal benchmarking of bias in face analysis algorithms

Guha Balakrishnan, Yuanjun Xiong, Wei Xia, Pietro Perona

Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes

Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang, Qi Feng, Margrit Betke

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra

RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects

Bin Yang, Runsheng Guo, Ming Liang, Sergio Casas, Raquel Urtasun

FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

Chia-Wen Kuo, CHIH-YAO MA, Jia-Bin Huang, Zsolt Kira

Learning to Learn in a Semi-Supervised Fashion

Yun-Chun Chen, Chao-Te Chou, Yu-Chiang Frank Wang

NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Yun-Chun Chen, Chen Gao, Esther Robb, Jia-Bin Huang

Streaming Object Detection for 3-D Point Clouds

Wei Han, Zhengdong Zhang, Benjamin Caine, Brandon Yang, Christoph Sprunk

On Disentangling Spoof Trace for Generic Face Anti-Spoofing

Yaojie Liu, Joel Stehouwer, Xiaoming Liu

JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling

Noranart Vesdapunt, Mitch Rundle, HsiangTao Wu, Baoyuan Wang

Neural Hair Rendering

Menglei Chai, Jian Ren, Sergey Tulyakov

Learning to Generate Grounded Visual Captions without Localization Supervision

CHIH-YAO MA, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach

Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das

Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval

Christopher Thomas, Adriana Kovashka

Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention

Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas

Monotonicity Prior for Cloud Tomography

Tamar Loeub, Aviad Levis, Vadim Holodovsky, Yoav Y. Schechner

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds

Rui Huang, Wanyue Zhang, Abhijit Kundu, Caroline Pantofaru, David A Ross

Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach

Chaitanya Ahuja, Dong Won Lee, Yukiko I. Nakano, Louis-Philippe Morency

GAN-based Garment Generation Using Sewing Pattern Images

Yu Shen, Junbang Liang, Ming C. Lin

Self-Supervised Learning of Audio-Visual Objects from Video

Triantafyllos Afouras, Andrew Owens, Joon Son Chung, Andrew Zisserman

Hidden Footprints: Learning Contextual Walkability from 3D Human Trails

Jin Sun, Hadar Averbuch-Elor, Qianqian Wang, Noah Snavely

A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks

Sangpil Kim, Hyung-gun Chi, Xiao Hu, Qixing Huang, Karthik Ramani

Modeling Artistic Workflows for Image Generation and Editing

Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim

6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference

Mai Bui, Tolga Birdal, Haowen Deng, Shadi Albarqouni, Leonidas Guibas

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images

Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy Mitra

Two Stream Active Query Suggestion for Active Learning in Connectomics

Zudi Lin, Donglai Wei, Won-Dong Jang, Siyan Zhou, Xupeng Chen

Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection

Ganlong Zhao, Guanbin Li, Ruijia Xu, Liang Lin

Finding Your (3D) Center: 3D Object Detection Using a Learned Loss

David Griffiths, Jan Boehm, Tobias Ritschel

Accurate RGB-D Salient Object Detection via Collaborative Learning

Wei Ji, Jingjing Li, Miao Zhang, Yongri Piao, Huchuan Lu

Joint Optimization for Multi-Person Shape Models from Markerless 3D-Scans

Samuel Zeitvogel, Johannes Dornheim, Astrid Laubenheimer

We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos

Alex Andonian, Camilo Fosco, Mathew Monfort, Allen Lee, Rogerio Feris

3D Bird Reconstruction: a Dataset, Model, and Shape Recovery from a Single View

Marc Badger, Yufu Wang, Adarsh Modh, Ammon Perkes, Nikos Kolotouros

Multi-Loss Rebalancing Algorithm for Monocular Depth Estimation

Jae-Han Lee, Chang-Su Kim

Hierarchical Kinematic Human Mesh Recovery

Georgios Georgakis, Ren Li, Srikrishna Karanam, Terrence Chen, Jana Kosecka

Interactive Annotation of 3D Object Geometry using 2D Scribbles

Tianchang Shen, Jun Gao, Amlan Kar, Sanja Fidler

A Generic Visualization Approach for Convolutional Neural Networks

Ahmed Taha, Xitong Yang, Abhinav Shrivastava, Larry Davis

Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation

Jeevan Devaranjan, Amlan Kar, Sanja Fidler

Deep Image Compression using Decoder Side Information

Sharon Ayzik, Shai Avidan

Open-set Adversarial Defense

Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel

Cross-Modal Weighting Network for RGB-D Salient Object Detection

Gongyang Li, Zhi Liu, Linwei Ye, Yang Wang, Haibin Ling

Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs

Robin Rombach, Patrick Esser, Bjorn Ommer

Exchangeable Deep Neural Networks for Set-to-Set Matching and Learning

Yuki Saito, Takuma Nakamura, Hirotaka Hachiya, Kenji Fukumizu

Key Frame Proposal Network for Efficient Pose Estimation in Videos

Yuexi Zhang, Yin Wang, Octavia Camps, Mario Sznaier

In-Domain GAN Inversion for Real Image Editing

Jiapeng Zhu, Yujun Shen, Deli Zhao, Bolei Zhou

CosyPose: Consistent multi-view multi-object 6D pose estimation

Yann Labbé, Justin Carpentier, Mathieu Aubry, Josef Sivic

Self-Supervised Multi-Task Procedure Learning from Instructional Videos

Ehsan Elhamifar, Dat Huynh

Reinforced Axial Refinement Network for Monocular 3D Object Detection

Lijie Liu, Chufan Wu, Jiwen Lu, Lingxi Xie, Jie Zhou

Full-Body Awareness from Partial Observations

Chris Rockwell, David F. Fouhey

Self-supervised Video Representation Learning by Pace Prediction

Jiangliu Wang, Jianbo Jiao, Yun-Hui Liu

Attention Guided Anomaly Localization in Images

Shashanka Venkataramanan, Kuan-Chuan Peng, Rajat Vikram Singh, Abhijit Mahalanobis

Differentiable Feature Aggregation Search for Knowledge Distillation

Yushuo Guan, Pengyu Zhao, Bingxuan Wang, Yuanxing Zhang, Cong Yao

Conditional Entropy Coding for Efficient Video Compression

Jerry Liu, Shenlong Wang, Wei-Chiu Ma, Meet Shah, Rui Hu

Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi

Captioning Images Taken by People Who Are Blind

Danna Gurari, Yinan Zhao, Meng Zhang, Nilavra Bhattacharya