ECCV 2020

1,358 papers

Spatial Hierarchy Aware Residual Pyramid Network for Time-of-Flight Depth Denoising

Guanting Dong, Yueyi Zhang, Zhiwei Xiong

Consensus-Aware Visual-Semantic Embedding for Image-Text Matching

Haoran Wang, Ying Zhang, Zhong Ji, Yanwei Pang, Lin Ma

Deep Novel View Synthesis from Colored 3D Point Clouds

Zhenbo Song, Wayne Chen, Dylan Campbell, Hongdong Li

Toward Unsupervised, Multi-Object Discovery in Large-Scale Image Collections

Huy V. Vo, Patrick Pérez, Jean Ponce

PointTriNet: Learned Triangulation of 3D Point Sets

Nicholas Sharp, Maks Ovsjanikov

Inertial Safety from Structured Light

Sizhuo Ma, Mohit Gupta

Password-conditioned Anonymization and Deanonymization with Face Identity Transformers

Xiuye Gu, Weixin Luo, Michael S. Ryoo, Yong Jae Lee

Accelerating Deep Learning with Millions of Classes

Zhuoning Yuan, Zhishuai Guo, Xiaotian Yu, Xiaoyu Wang, Tianbao Yang

Discrete Point Flow Networks for Efficient Point Cloud Generation

Roman Klokov, Edmond Boyer, Jakob Verbeek

PointAR: Efficient Lighting Estimation for Mobile Augmented Reality

Yiqin Zhao, Tian Guo

MPCC: Matching Priors and Conditionals for Clustering

Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo Estévez

Learning Visual Commonsense for Robust Scene Graph Generation

Alireza Zareian, Zhecan Wang, Haoxuan You, Shih-fu Chang

Implicit Latent Variable Model for Scene-Consistent Motion Forecasting

Sergio Casas, Cole Gulino, Simon Suo, Katie Luo, Renjie Liao

Bridging Knowledge Graphs to Generate Scene Graphs

Alireza Zareian, Svebor Karaman, Shih-fu Chang

Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning

Jian Gao, Yang Hua, Guosheng Hu, Chi Wang, Neil M. Robertson

Efficient Scale-Permuted Backbone with Learned Resource Distribution

Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui Mingxing Tan, Quoc Le

LevelSet R-CNN: A Deep Variational Method for Instance Segmentation

Namdar Homayounfar Yuwen Xiong Justin Liang Wei-Chiu Ma Raquel Urtasun {namdar, yuwen, justin.liang, weichiu, urtasun}@uber.com

From Image to Stability: Learning Dynamics from Human Pose

Jesse Scott, Bharadwaj Ravichandran, Christopher Funk, Robert T. Collins, Yanxi Liu

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation

Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz

You Are Here: Geolocation by Embedding Maps and Images

Noe Samano, Mengjie Zhou, Andrew Calway

Square Attack: a query-efficient black-box adversarial attack via random search

Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion, Matthias Hein

Towards Recognizing Unseen Categories in Unseen Domains

Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Ashwin Raju, Chi-Tung Cheng, Yuankai Huo, Jinzheng Cai, Junzhou Huang

VarSR: Variational Super-Resolution Network for Very Low Resolution Images

Sangeek Hyun, Jae-Pil Heo

Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations

Abbas Sadat, Sergio Casas, Mengye Ren, Xinyu Wu, Pranaab Dhawan

Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency

Shasha Li, Shitong Zhu, Sudipta Paul, Amit Roy-Chowdhury, Chengyu Song

Adaptive Variance Based Label Distribution Learning For Facial Age Estimation

Xin Wen, Biying Li, Haiyun Guo, Zhiwei Liu, Guosheng Hu

Variational Diffusion Autoencoders with Random Walk Sampling

Henry Li, Ofir Lindenbaum, Xiuyuan Cheng, Alexander Cloninger

Look here! A parametric learning based approach to redirect visual attention

Youssef A. Mejjati, Celso F. Gomez, Kwang In Kim, Eli Shechtman, Zoya Bylinskii

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

Ze Liu(†), Han Hu, Yue Cao, Zheng Zhang, Xin Tong

BATS: Binary ArchitecTure Search

Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos

Spatial-Angular Interaction for Light Field Image Super-Resolution

Yingqian Wang, Longguang Wang, Jungang Yang, Wei An, Jingyi Yu

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images

Lei Kang, Pau Riba, yaxing wang, Marcal Rusinol, Alicia Fornés

DeepLandscape: Adversarial Modeling of Landscape Videos

Elizaveta Logacheva, Roman Suvorov, Oleg Khomenko, Anton Mashikhin, Victor Lempitsky

Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images

Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Chang

Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases

REN WANG, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong

Know Your Surroundings: Exploiting Scene Information for Object Tracking

Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte

End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention

Ziyi Meng, Jiawei Ma, Xin Yuan

SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-based Symptom Relation Embedding

Sangmin Lee, Jung Uk Kim, Hak Gu Kim, Seongyeop Kim, Yong Man Ro

Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents

Ye Zhu, Yu Wu, Yi Yang, Yan Yan

Kinematic 3D Object Detection in Monocular Video

Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele

SEN: A Novel Feature Normalization Dissimilarity Measure for Prototypical Few-Shot Learning Networks

Van Nhan Nguyen, Sigurd Løkse, Kristoffer Wickstrøm, Michael Kampffmeyer, Davide Roverso

Disentangling Multiple Features in Video Sequences using Gaussian Processes in Variational Autoencoders

Sarthak Bhagat, Shagun Uppal, Zhuyun Yin, Nengli Lim

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad

The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale

Christian Ertler, Jerneja Mislej, Tobias Ollmann, Lorenzo Porzi, Gerhard Neuhold

Monocular Real-Time Volumetric Performance Capture

Ruilong Li, Yuliang Xiu, Shunsuke Saito, Zeng Huang, Kyle Olsewski

Progressive Refinement Network for Occluded Pedestrian Detection

Xiaolin Song Kaili Zhao Wen-Sheng Chu Honggang Zhang Jun Guo

Principal Feature Visualisation in Convolutional Neural Networks

Marianne Bakken, Johannes Kvam, Alexey A. Stepanov, Asbjørn Berge

Margin-Mix: Semi–Supervised Learning for Face Expression Recognition

Corneliu Florea, Mihai Badea, Laura Florea, Andrei Racoviteanu, Constantin Vertan

Towards Generalization Across Depth for Monocular 3D Object Detection

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder

NAS-Count: Counting-by-Density with Neural Architecture Search

Yutao Hu ¹, Xiaolong Jiang ², Xuhui Liu, Baochang Zhang, Jungong Han

Learning Structural Similarity of User Interface Layouts using Graph Networks

Dipu Manandhar, Dan Ruta, John Collomosse

FHDe²Net: Full High Definition Demoireing Network

Bin He, Ce Wang, Boxin Shi, Ling-Yu Duan

Neural Point-Based Graphics

Kara-Ali Aliev, Artem Sevastopolsky, Maria Kolos, Dmitry Ulyanov, Victor Lempitsky

Temporal Keypoint Matching and Refinement Network for Pose Estimation and Tracking

Chunluan Zhou Zhou Ren Gang Hua

Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation

Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex Kot

A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection

Xiaoqi Zhao, Lihe Zhang¹, Youwei Pang, Huchuan Lu, Lei Zhang

Kernelized Memory Network for Video Object Segmentation

Hongje Seong, Junhyuk Hyun, Euntai Kim

Kinship Identification through Joint Learning using Kinship Verification Ensembles

Wei Wang, Shaodi You, Theo Gevers

SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans

Armen Avetisyan, Tatiana Khanova, Christopher Choy, Denver Dash, Angela Dai

DADA: Differentiable Automatic Data Augmentation

Yonggang Li, Guosheng Hu, Yongtao Wang, Timothy Hospedales, Neil M. Robertson

Improving the Transferability of Adversarial Examples with Resized-Diverse-Inputs, Diversity-Ensemble and Region Fitting

Junhua Zou, Zhisong Pan, Junyang Qiu, Xin Liu, Ting Rui

Task-conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery

My Kieu, Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo

Least squares surface reconstruction on arbitrary domains

Dizhong Zhu, William A. P. Smith

Learning Memory Augmented Cascading Network for Compressed Sensing of Images

Jiwei Chen, Yubao Sun, Qingshan Liu, Rui Huang

Human Correspondence Consensus for 3D Object Semantic Understanding

Yujing Lou, Yang You, Chengkun Li, Zhoujun Cheng, Liangwei Li

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao

Geometric Estimation via Robust Subspace Recovery

Aoxiang Fan, Xingyu Jiang, Yang Wang, Junjun Jiang, Jiayi Ma

Why Are Deep Representations Good Perceptual Quality Features?

Taimoor Tariq, Okan Tarhan Tursun, Munchurl Kim, Piotr Didyk

PG-Net: Pixel to Global Matching Network for Visual Tracking

Bingyan Liao, Chenye Wang, Yayun Wang, Yaonong Wang, Jun Yin

Dive Deeper Into Box for Object Detection

Ran Chen, Yong Liu, Mengdan Zhang, Shu Liu, Bei Yu

SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects

Evangelos Ntavelis, Andres Romero, Iason Kastanis, Luc Van Gool, Radu Timofte

Inclusive GAN: Improving Data and Minority Coverage in Generative Models

Ning Yu, Ke Li, Peng Zhou Jitendra Malik, Larry Davis, Mario Fritz

CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection

Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee

Unsupervised Shape and Pose Disentanglement for 3D Meshes

Keyang Zhou, Bharat Lal Bhatnagar, Gerard Pons-Moll

Deep Hough-Transform Line Priors

Yancong Lin, Silvia L. Pintea, Jan C. van Gemert

Active Visual Information Gathering for Vision-Language Navigation

Hanqing Wang, Wenguan Wang, Tianmin Shu, Wei Liang, Jianbing Shen

Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation

M.Naseer Subhani, Mohsen Ali

LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block

Xiaotong Luo, Yuan Xie, Yulun Zhang, Yanyun Qu, Cuihua Li

AutoSimulate: (Quickly) Learning Synthetic Data Generation

Harkirat Singh Behl, Atilim Gunes Baydin, Ran Gal, Philip H.S. Torr, Vibhav Vineet

Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration

Bruno Lecouat, Jean Ponce, Julien Mairal

Challenge-Aware RGBT Tracking

Chenglong Li, Lei Liu, Andong Lu, Qing Ji, Jin Tang

Learning Disentangled Representations via Mutual Information Estimation

Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner

Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds

Jinxian Liu, Minghui Yu, Bingbing Ni⁴, Ye Chen

StyleGAN2 Distillation for Feed-forward Image Manipulation

Yuri Viazovetskyi, Vladimir Ivashkin, Evgeny Kashin

Globally Optimal and Efficient Vanishing Point Estimation in Atlanta World

Haoang Li, Pyojin Kim, Ji Zhao, Kyungdon Joo, zhipeng cai

Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval

Yanbei Chen, Loris Bazzani

Leveraging Acoustic Images for Effective Self-Supervised Audio Representation Learning

Valentina Sanguineti, Pietro Morerio, Niccolò Pozzetti, Danilo Greco, Marco Cristani

Privacy Preserving Visual SLAM

Mikiya Shibuya, Shinya Sumikura, Ken Sakurada

Self-supervised Outdoor Scene Relighting

Ye Yu, Abhimitra Meka, Mohamed Elgharib, Hans-peter Seidel, Christian Theobalt

Learning to Optimize Domain Specific Normalization for Domain Generalization

Seonguk Seo, Yumin Suh, Dongwan Kim, Geeho Kim, Jongwoo Han

3D Scene Reconstruction from a Single Viewport

Maximilian Denninger, Rudolph Triebel

Sparse Adversarial Attack via Perturbation Factorization

Yanbo Fan, Baoyuan Wu, Tuanhui Li, Yong Zhang, Mingyang Li

Pillar-based Object Detection for Autonomous Driving

Yue Wang, Alireza Fathi, Abhijit Kundu, David A. Ross, Caroline Pantofaru

Object Tracking using Spatio-Temporal Networks for Future Prediction Location

Yuan Liu, Ruoteng Li, Yu Cheng, Robby T. Tan, Xiubao Sui

Ocean: Object-aware Anchor-free Tracking

Zhipeng Zhang, Houwen Peng, Jianlong Fu Bing Li, Weiming Hu

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal

Wei-Ting Chen, Hao-Yu Fang, Jian-Jiun Ding, Cheng-Che Tsai, Sy-Yen Kuo

Learning Connectivity of Neural Networks from a Topological Perspective

Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan

Detecting Human-Object Interactions with Action Co-occurrence Priors

Dong-Jin Kim Xiao Sun Jinsoo Choi Stephen Lin In So Kweon

MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face Generation

Kaisiyuan Wang Qianyi Wu Linsen Song Zhuoqian Yang Wayne Wu Chen Qian Ran He Yu Qiao Chen Change Loy