ECCV 2020

1,358 papers

Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification

Nikita Dvornik, Cordelia Schmid, Julien Mairal

Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos

Anurag Arnab, Chen Sun, Arsha Nagrani, Cordelia Schmid

Fast Video Object Segmentation using the Global Context Module

Yu Li, Zhuoran Shen, Ying Shan

Large-Scale Few-Shot Learning via Multi-Modal Knowledge Discovery

Shuo Wang, Jun Yue, Jianzhuang Liu, Qi Tian, Meng Wang

Deep Space-Time Video Upsampling Networks

Jaeyeon Kang, Younghyun Jo, Seoung Wug Oh, Peter Vajda, Seon Joo Kim

Learning Disentangled Representations with Latent Variation Predictability

Xinqi Zhu, Chang Xu, Dacheng Tao

Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling

Omid Poursaeed, Matthew Fisher, Noam Aigerman, Vladimir G. Kim

Scene Text Image Super-resolution in the wild

Wenjia Wang, Enze Xie, Xuebo Liu, Wenhai Wang, Ding Liang

AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning

Jianchao Zhu, Liangliang Shi, Junchi Yan, Hongyuan Zha

Rethinking the Defocus Blur Detection Problem and A Real-Time Deep DBD Model

Ning Zhang, Junchi Yan

CN: Channel Normalization For Point Cloud Recognition

Zetong Yang, Yanan Sun, Shu Liu, Xiaojuan Qi, Jiaya Jia

Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision

Damien Teney, Ehsan Abbasnedjad, Anton van den Hengel

LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform

Lida Li, Kun Wang, Shuai Li, Xiangchu Feng, Lei Zhang

Modeling 3D Shapes by Reinforcement Learning

Cheng Lin, Tingxiang Fan, Wenping Wang, Matthias Nießner

Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation

Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin

Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost

Mingfei Gao, Zizhao Zhang, Guo Yu, Sercan . Arık, Larry S. Davis

TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video

Tiancheng Zhi, Christoph Lassner, Tony Tung, Carsten Stoll, Srinivasa G. Narasimhan

Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions

Matheus Gadelha, Aruni RoyChowdhury, Gopal Sharma, Evangelos Kalogerakis, Liangliang Cao

Mapping in a Cycle: Sinkhorn Regularized Unsupervised Learning for Point Cloud Shapes

Lei Yang, Wenxi Liu, Zhiming Cui, Nenglun Chen, Wenping Wang

People as Scene Probes

Yifan Wang, Brian L. Curless, Steven M. Seitz

Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection

Poojan Oza, Vishal M. Patel

InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling

Jun Wang, Shiyi Lan, Mingfei Gao, Larry S. Davis

Deep Spiking Neural Network: Energy Efficiency Through Time based Coding

Bing Han, Kaushik Roy

Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers

Christoph Kamann, Carsten Rother

Efficient Semantic Video Segmentation with Per-frame Inference

Yifan liu, Chunhua Shen, Changqian Yu, Jingdong Wang

MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution

Wenbo Li, Xin Tao, Taian Guo, Lu Qi, Jiangbo Lu

A Comprehensive Study of Weight Sharing in Graph Networks for 3D Human Pose Estimation

Kenkun Liu, Rongqi Ding, Zhiming Zou, Le Wang, Wei Tang

Object-and-Action Aware Model for Visual Language Navigation

Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu

Graph convolutional networks for learning with few clean and many noisy labels

Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondřej Chum, Cordelia Schmid

SCAN: Learning to Classify Images without Labels

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Marc Proesmans, Luc Van Gool

Layered Neighborhood Expansion for Incremental Multiple Graph Matching

Zixuan Chen, Zhihui Xie, Junchi Yan Yinqiang Zheng, Xiaokang Yang

Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks

Gil Shomron, Ron Banner, moran shkolnik, Uri Weiser

Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis

Ruixuan Yu, Xin Wei, Federico Tombari, Jian Sun

Learning to Learn with Variational Information Bottleneck for Domain Generalization

Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen

Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks

Yunfei Liu, Xingjun Ma, James Bailey, Feng Lu

Weighing Counts: Sequential Crowd Counting by Reinforcement Learning

Liang Liu, Hao Lu, Hongwei Zou, Haipeng Xiong, Zhiguo Cao

Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping

Uttaran Bhattacharya, Christian Roncal, Trisha Mittal, Rohan Chandra, Kyra Kapsaskis

RhyRNN: Rhythmic RNN for Recognizing Events in Long and Complex Videos

Tianshu Yu, Yikang LI, baoxin Li

Defocus Deblurring Using Dual-Pixel Data

Abdullah Abuolaim, Michael S. Brown

Robust Re-Identification by Multiple Views Knowledge Distillation

Angelo Porrello, Luca Bergamini, SIMONE CALDERARA

Federated Visual Classification with Real-World Data Distribution

Tzu-Ming Harry Hsu, Hang Qi, Matthew Brown

Linguistic Structure Guided Context Modeling for Referring Image Segmentation

Tianrui Hui, Si Liu, Shaofei Huang, Guanbin Li, Sansi Yu

Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng

Monocular Expressive Body Regression through Body-Driven Attention

Vasileios Choutas, Georgios Pavlakos, Timo Bolkart, Dimitrios Tzionas, Michael J. Black

Discriminability Distillation in Group Representation Learning

Manyuan Zhang, Guanglu Song, Hang Zhou, Yu Liu

Unpaired Image-to-Image Translation using Adversarial Consistency Loss

Yihao Zhao, Ruihai Wu, Hao Dong

SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning

Junbing Li, Changqing Zhang, Pengfei Zhu, Baoyuan Wu, Lei Chen

Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation

Hongwei Yi, Zizhuang Wei, Mingyu Ding, Runze Zhang, Yisong Chen

URIE: Universal Image Enhancement for Visual Recognition in the Wild

Taeyoung Son Juwon Kang Namyup Kim Sunghyun Cho Suha Kwak

Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector

Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-yu Lin, Ming-Hsuan Yang

Spatially Aware Multimodal Transformers for TextVQA

Yash Kant, Dhruv Batra, Peter Anderson, Alexander Schwing, Devi Parikh

Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation

Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk

Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval

Andrew Brown, Weidi Xie, Vicky Kalogeiton, Andrew Zisserman

VisualEchoes: Spatial Image Representation Learning through Echolocation

Ruohan Gao, Changan Chen, Ziad Al-Halah, Carl Schissler, Kristen Grauman

Occlusion-Aware Depth Estimation with Adaptive Normal Constraints

Xiaoxiao Long, Lingjie Liu, Christian Theobalt, Wenping Wang

Reconstructing the Noise Variance Manifold for Image Denoising

Ioannis Marras, Grigorios G. Chrysos, Ioannis Alexiou, Gregory Slabaugh, Stefanos Zafeiriou

Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions

Ignacio Rocco, Relja Arandjelović, Josef Sivic

Knowledge Distillation Meets Self-Supervision

Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

Domain Adaptive Semantic Segmentation Using Weak Labels

Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter, Amit K. Roy-Chowdhury, Manmohan Chandraker

Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision

Xinzhe Han, Shuhui Wang, Chi Su, Weigang Zhang, Qingming Huang

BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition

Yonghyun Kim, Wonpyo Park, Jongju Shin

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao

HALO: Hardware-Aware Learning to Optimize

Chaojian Li, Tianlong Chen, Haoran You, Zhangyang Wang, Yingyan Lin

Learnable Cost Volume Using the Cayley Representation

Taihong Xiao, Jinwei Yuan, Deqing Sun, Qifei Wang Xin-Yu Zhang, Kehan Xu

Conditional Image Repainting via Semantic Bridge and Piecewise Value Function

Shuchen Weng, Wenbo Li, Dawei Li, Hongxia Jin, Boxin Shi

Gabor Layers Enhance Network Robustness

Juan C. Perez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali Thabet

Inequality-Constrained and Robust 3D Face Model Fitting

Evangelos Sariyanidi, Casey J. Zampella, Robert T. Schultz, Birkan Tunc

Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods

Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong

Blind Face Restoration via Deep Multi-scale Component Dictionaries

Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo

Gait Lateral Network: Learning Discriminative and Compact Representations for Gait Recognition

Saihui Hou, Chunshui Cao, Xu Liu, Yongzhen Huang

GRNet: Gridding Residual Network for Dense Point Cloud Completion

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang

DLow: Diversifying Latent Flows for Diverse Human Motion Prediction

Ye Yuan, Kris Kitani

Contrastive Learning for Unpaired Image-to-Image Translation

Taesung Park Alexei A. Efros Richard Zhang Jun-Yan Zhu

Learning to Balance Specificity and Invariance for In and Out of Domain Generalization

Prithvijit Chattopadhyay, Yogesh Balaji, Judy Hoffman

3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning

Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, László A. Jeni, Fernando De la Torre

Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin

Deep Hough Transform for Semantic Line Detection

Qi Han, KAI ZHAO, Jun Xu, Ming-Ming Cheng

Sequential Convolution and Runge-Kutta Residual Architecture for Image Compressed Sensing

Runkai Zheng, Yinqi Zhang, Daolang Huang, Qingliang Chen

Relative Pose Estimation of Calibrated Cameras with Known SE(3) Invariants

Bo Li, Evgeniy Martyushev, Gim Hee Lee

Whole-Body Human Pose Estimation in the Wild

Sheng Jin, Lumin Xu, Jin Xu, Can Wang, Wentao Liu

Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos

Mahsa Ehsanpour, Alireza Abedin, Fatemeh Saleh, Javen Shi, Ian Reid

Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization

Shujun WANG, Lequan Yu, Caizi Li, Chi-Wing Fu, Pheng-Ann Heng

Part-aware Prototype Network for Few-shot Semantic Segmentation

Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He

Soft Expert Reward Learning for Vision-and-Language Navigation

Hu Wang, Qi Wu, Chunhua Shen

Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid

Jun Gao, Zian Wang, Jinchen Xuan, Sanja Fidler

Soft Anchor-Point Object Detection

Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides

VPN: Learning Video-Pose Embedding for Activities of Daily Living

Srijan Das, Saurav Sharma, Rui Dai, francois bremond, Monique Thonnat

AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation

Xiaofeng Liu, Tong Che, Yiqun Lu, Chao Yang, Site Li

Talking-head Generation with Rhythmic Head Motion

Lele Chen, Guofeng Cui, Celong Liu, Zhong Li, Ziyi Kou

Monocular 3D Object Detection via Feature Domain Adaptation

Xiaoqing Ye, Liang Du, Yifeng Shi, Yingying Li, Xiao Tan

Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization

Haibao Yu, Qi Han, Jianbo Li, Jianping Shi, Guangliang Cheng

Webly Supervised Image Classification with Self-Contained Confidence

Jingkang Yang, Litong Feng, Weirong Chen, Xiaopeng Yan, Huabin Zheng

Prototype Mixture Models for Few-shot Semantic Segmentation

Boyu Yang, Chang Liu, Bohao Li, Jianbin Jiao, Qixiang Ye

CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation

Jiahua Dong, Yang Cong, Gan Sun, Yuyang Liu, Xiaowei Xu

Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation

Hang Wang, Minghao Xu, Bingbing Ni, Wenjun Zhang

Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference

Nelson Nauata, Yasutaka Furukawa

Learning Event-Driven Video Deblurring and Interpolation

Songnan Lin, Jiawei Zhang, Jinshan Pan, Zhe Jiang, Dongqing Zou

Arbitrary-Oriented Object Detection with Circular Smooth Label

Xue Yang, Junchi Yan

Temporal Coherence or Temporal Motion: Which is More Critical for Video-based Person Re-identification?

Guangyi Chen, Yongming Rao, Jiwen Lu, Jie Zhou

Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification

Guangyi Chen, Yuhao Lu, Jiwen Lu, Jie Zhou