CVPR 2020

1,466 papers

Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment

Qiuyu Chen, Wei Zhang, Ning Zhou, Peng Lei, Yi Xu

Autolabeling 3D Objects With Differentiable Rendering of SDF Shape Priors

Sergey Zakharov, Wadim Kehl, Arjun Bhargava, Adrien Gaidon

Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences

Zhu Zhang, Zhou Zhao, Yang Zhao, Qi Wang, Huasheng Liu

CenterMask: Real-Time Anchor-Free Instance Segmentation

Youngwan Lee, Jongyoul Park

Improving Convolutional Networks With Self-Calibrated Convolutions

Jiang-Jiang Liu, Qibin Hou, Ming-Ming Cheng, Changhu Wang, Jiashi Feng

Discriminative Multi-Modality Speech Recognition

Bo Xu, Cheng Lu, Yandong Guo, Jacob Wang

Learning to Structure an Image With Few Colors

Yunzhong Hou, Liang Zheng, Stephen Gould

RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds

Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo

Generative-Discriminative Feature Representations for Open-Set Recognition

Pramuditha Perera, Vlad I. Morariu, Rajiv Jain, Varun Manjunatha, Curtis Wigington

Fine-Grained Video-Text Retrieval With Hierarchical Graph Reasoning

Shizhe Chen, Yida Zhao, Qin Jin, Qi Wu

Learning Visual Emotion Representations From Web Data

Zijun Wei, Jianming Zhang, Zhe Lin, Joon-Young Lee, Niranjan Balasubramanian

nuScenes: A Multimodal Dataset for Autonomous Driving

Holger Caesar, Varun Bankiti, Alex H. Lang, Sourabh Vora, Venice Erin Liong

Learning to Learn Cropping Models for Different Aspect Ratio Requirements

Debang Li, Junge Zhang, Kaiqi Huang

3DSSD: Point-Based 3D Single Stage Object Detector

Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia

Active Speakers in Context

Juan Leon Alcazar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee

PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation

Zhuo Chen, Chaoyue Wang, Bo Yuan, Dacheng Tao

From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction

Kaiyue Lu, Nick Barnes, Saeed Anwar, Liang Zheng

Boosting Few-Shot Learning With Adaptive Margin Loss

Aoxue Li, Weiran Huang, xu lan, Jiashi Feng, Zhenguo Li

Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-Training

Weituo Hao, Chunyuan Li, Xiujun Li, Lawrence Carin, Jianfeng Gao

PolarMask: Single Shot Instance Segmentation With Polar Representation

Enze Xie, Peize Sun, Xiaoge Song, Wenhai Wang, Xuebo Liu

The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction

Junwei Liang, Lu Jiang, Kevin Murphy, Ting Yu, Alexander Hauptmann

Feature-Metric Registration: A Fast Semi-Supervised Approach for Robust Point Cloud Registration Without Correspondences

Xiaoshui Huang, Guofeng Mei, Jian Zhang

Graph-Structured Referring Expression Reasoning in the Wild

Sibei Yang, Guanbin Li, Yizhou Yu

Exemplar Normalization for Learning Deep Representation

Ruimao Zhang, zhanglin peng, Lingyun Wu, Zhen Li, Ping Luo

PnPNet: End-to-End Perception and Prediction With Tracking in the Loop

Ming Liang, Bin Yang, Wenyuan Zeng, Yun Chen, Rui Hu

Smooth Shells: Multi-Scale Shape Registration With Functional Maps

Marvin Eisenberger, Zorah Lähner, Daniel Cremers

Cross-Modal Cross-Domain Moment Alignment Network for Person Search

Ya Jing, Wei Wang, Liang Wang, Tieniu Tan

A Real-Time Cross-Modality Correlation Filtering Method for Referring Expression Comprehension

Yue Liao, Si Liu, Guanbin Li, Fei Wang, Yanjie Chen

PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection

Shaoshuai Shi, Chaoxu Guo, Li Jiang, Zhe Wang, Jianping Shi

Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval

Kaiyue Pang, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning

Zhongjie Yu, Lin Chen, Zhongwei Cheng, Jiebo Luo

Appearance Shock Grammar for Fast Medial Axis Extraction From Real Images

Charles-Olivier Dufresne Camaro, Morteza Rezanejad, Stavros Tsogkas, Kaleem Siddiqi, Sven Dickinson

SAPIEN: A SimulAted Part-Based Interactive ENvironment

Fanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia, Hao Zhu

Referring Image Segmentation via Cross-Modal Progressive Comprehension

Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei

DAVD-Net: Deep Audio-Aided Video Decompression of Talking Heads

Xi Zhang, Xiaolin Wu, Xinliang Zhai, Xianye Ben, Chengjie Tu

Efficient Neural Vision Systems Based on Convolutional Image Acquisition

Pedram Pad, Simon Narduzzi, Clement Kundig, Engin Turetken, Siavash A. Bigdeli

Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

Abduallah Mohamed, Kun Qian, Mohamed Elhoseiny, Christian Claudel

"Looking at the Right Stuff" - Guided Semantic-Gaze for Autonomous Driving

Anwesan Pal, Sayan Mondal, Henrik I. Christensen

Probabilistic Pixel-Adaptive Refinement Networks

Anne S. Wannenwetsch, Stefan Roth

Online Knowledge Distillation via Collaborative Learning

Qiushan Guo, Xinjiang Wang, Yichao Wu, Zhipeng Yu, Ding Liang

Pose-Guided Visible Part Matching for Occluded Person ReID

Shang Gao, Jingya Wang, Huchuan Lu, Zimo Liu

Learning Situational Driving

Eshed Ohn-Bar, Aditya Prakash, Aseem Behl, Kashyap Chitta, Andreas Geiger

Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders

Nina Miolane, Susan Holmes

PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames

Yuqi Yang, Shilin Liu, Hao Pan, Yang Liu, Xin Tong

Learning User Representations for Open Vocabulary Image Hashtag Prediction

Thibaut Durand

PhraseCut: Language-Based Image Segmentation in the Wild

Chenyun Wu, Zhe Lin, Scott Cohen, Trung Bui, Subhransu Maji

NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing

Xin Huang, Zheng Ge, Zequn Jie, Osamu Yoshie

Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians

Jialian Wu, Chunluan Zhou, Ming Yang, Qian Zhang, Yuan Li

Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection

Sara Beery, Guanhang Wu, Vivek Rathod, Ronny Votel, Jonathan Huang

Few Sample Knowledge Distillation for Efficient Network Compression

Tianhong Li, Jianguo Li, Zhuang Liu, Changshui Zhang

Combining Detection and Tracking for Human Pose Estimation in Videos

Manchen Wang, Joseph Tighe, Davide Modolo

Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute Recognition

Yuwei Zhang, Peng Zhang, Chun Yuan, Zhi Wang

Object Relational Graph With Teacher-Recommended Learning for Video Captioning

Ziqi Zhang, Yaya Shi, chunfeng yuan, Bing Li, Peijin Wang

EPOS: Estimating 6D Pose of Objects With Symmetries

Tomas Hodan, Daniel Barath, Jiri Matas

Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning

Jiamin Wu, Tianzhu Zhang, Zheng-Jun Zha, Jiebo Luo, Yongdong Zhang

Multi-Modality Cross Attention Network for Image and Sentence Matching

Xi Wei, Tianzhu Zhang, Yan Li, Yongdong Zhang, Feng Wu

Learning Unseen Concepts via Hierarchical Decomposition and Composition

Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao

3D Part Guided Image Editing for Fine-Grained Object Understanding

Zongdai Liu, Feixiang Lu, Peng Wang, Hui Miao, Liangjun Zhang

Learning From Synthetic Animals

Jiteng Mu, Weichao Qiu, Gregory D. Hager, Alan L. Yuille

Learning a Dynamic Map of Visual Appearance

Tawfiq Salem, Scott Workman, Nathan Jacobs

Universal Weighting Metric Learning for Cross-Modal Matching

Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang

EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege's Principle

Trisha Mittal, Pooja Guhan, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera

What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective

Qilong Wang, Li Zhang, Banggu Wu, Dongwei Ren, Peihua Li

Inducing Hierarchical Compositional Model by Sparsifying Generator Network

Xianglei Xing, Tianfu Wu, Song-chun Zhu, Ying Nian Wu

Counting Out Time: Class Agnostic Video Repetition Counting in the Wild

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World

Sivabalan Manivasagam, Shenlong Wang, Kelvin Wong, Wenyuan Zeng, Mikita Sazanovich

Spatiotemporal Fusion in 3D CNNs: A Probabilistic View

Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields

Michael Ramamonjisoa, Yuming Du, Vincent Lepetit

Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification

Guangcong Wang, Jian-Huang Lai, Wenqi Liang, Guangrun Wang

Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection

Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai

Dynamic Refinement Network for Oriented and Densely Packed Object Detection

Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan

Detail-recovery Image Deraining via Context Aggregation Networks

Sen Deng, Mingqiang Wei, Jun Wang, Yidan Feng, Luming Liang

Sketchformer: Transformer-Based Representation for Sketched Structure

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti

Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training

Xiaofeng Liu, Wenxuan Ji, Jane You, Georges El Fakhri, Jonghye Woo

From Paris to Berlin: Discovering Fashion Style Influences Around the World

Ziad Al-Halah, Kristen Grauman

Instance Credibility Inference for Few-Shot Learning

Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu

Multi-Path Learning for Object Pose Estimation Across Domains

Martin Sundermeyer, Maximilian Durner, En Yen Puang, Zoltan-Csaba Marton, Narunas Vaskevicius

Putting Visual Object Recognition in Context

Mengmi Zhang, Claire Tseng, Gabriel Kreiman

KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent Objects

Xingyu Liu, Rico Jonschkowski, Anelia Angelova, Kurt Konolige

MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships

Yongjian Chen, Lei Tai, Kai Sun, Mingyang Li

McFlow: Monte Carlo Flow Models for Data Imputation

Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal

HAMBox: Delving Into Mining High-Quality Anchors on Face Detection

Yang Liu, Xu Tang, Junyu Han, Jingtuo Liu, Dinger Rui

RankMI: A Mutual Information Maximizing Ranking Loss

Mete Kemertas, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly

Hierarchical Conditional Relation Networks for Video Question Answering

Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran

Sideways: Depth-Parallel Training of Video Models

Mateusz Malinowski, Grzegorz Swirszcz, Joao Carreira, Viorica Patraucean

Equalization Loss for Long-Tailed Object Recognition

Jingru Tan, changbao wang, Buyu Li, Quanquan Li, Wanli Ouyang

Assessing Eye Aesthetics for Automatic Multi-Reference Eye In-Painting

Bo Yan, Qing Lin, Weimin Tan, Shili Zhou

Disparity-Aware Domain Adaptation in Stereo Image Restoration

Bo Yan, Chenxi Ma, Bahetiyaer Bare, Weimin Tan, Steven C. H. Hoi

Visual-Semantic Matching by Exploring High-Order Attention and Distraction

yongzhi li, Duo Zhang, Yadong Mu

Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection

Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang

Unsupervised Person Re-Identification via Multi-Label Classification

Dongkai Wang, Shiliang Zhang

Iterative Context-Aware Graph Inference for Visual Dialog

Dan Guo, Hui Wang, Hanwang Zhang, Zheng-Jun Zha, Meng Wang

LiDAR-Based Online 3D Video Object Detection With Graph-Based Message Passing and Spatiotemporal Transformer Attention

Junbo Yin, Jianbing Shen, Chenye Guan, Dingfu Zhou, Ruigang Yang

Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors

Gilad Cohen, Guillermo Sapiro, Raja Giryes

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text

Difei Gao, Ke Li, Ruiping Wang, Shiguang Shan, Xilin Chen

Distilling Cross-Task Knowledge via Relationship Matching

Han-Jia Ye, Su Lu, De-Chuan Zhan

Self-Training With Noisy Student Improves ImageNet Classification

Qizhe Xie, Minh-Thang Luong, Eduard Hovy, Quoc V. Le

Memory Enhanced Global-Local Aggregation for Video Object Detection

Yihong Chen, Yue Cao, Han Hu, Liwei Wang

Listen to Look: Action Recognition by Previewing Audio

Ruohan Gao, Tae-Hyun Oh, Kristen Grauman, Lorenzo Torresani

CARP: Compression Through Adaptive Recursive Partitioning for Multi-Dimensional Images

Rongjie Liu, Meng Li, Li Ma