CVPR

Neural Architecture Search for Lightweight Non-Local Networks

Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille

Comments CVPR 2020. Project page: https://github.com/LiYingwei/AutoNL

Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild

Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael Bronstein, Stefanos Zafeiriou

Comments Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020). Additional resources: https://arielai.com/mesh_hands

Pixel Consensus Voting for Panoptic Segmentation

Haochen Wang, Ruotian Luo, Michael Maire, Greg Shakhnarovich

Comments CVPR 2020

Self-Supervised Viewpoint Learning From Image Collections

Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

Comments Accepted at CVPR 20

Neural Contours: Learning to Draw Lines from 3D Shapes

Difan Liu, Mohamed Nabail, Aaron Hertzmann, Evangelos Kalogerakis

Comments Accepted to CVPR 2020

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

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

Comments To appear at CVPR 2020. The first two authors contributed equally to this manuscript. Code: https://github.com/weituo12321/PREVALENT

Extreme Relative Pose Network under Hybrid Representations

Zhenpei Yang, Siming Yan, Qixing Huang

Comments Accepted in CVPR 2020

CNN-generated images are surprisingly easy to spot... for now

Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros

Comments Accepted to CVPR 2020

Minimal Solutions for Relative Pose with a Single Affine Correspondence

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

Comments IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

SampleNet: Differentiable Point Cloud Sampling

Itai Lang, Asaf Manor, Shai Avidan

Comments CVPR 2020

Robustness Guarantees for Deep Neural Networks on Videos

Min Wu, Marta Kwiatkowska

Comments To appear in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Hybrid Representations for Activity Forecasting with No-Regret Learning

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

Comments Oral presentation at CVPR 2020

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu, Jiaya Jia

Comments CVPR 2020

HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map

Jameel Malik, Ibrahim Abdelaziz, Ahmed Elhayek, Soshi Shimada, Sk Aziz Ali, Vladislav Golyanik, Christian Theobalt, Didier Stricker

Comments 10 pages, 8 figures, 5 tables, CVPR

Context Prior for Scene Segmentation

Changqian Yu, Jingbo Wang, Changxin Gao, Gang Yu, Chunhua Shen, Nong Sang

Comments Accepted to CVPR 2020. Code is available at https://git.io/ContextPrior

Journal ref IEEE Conference on Computer Vision and Pattern Recognition 2020

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

Comments Accepted to CVPR 2020. Code: https://github.com/yinjunbo/3DVID

Deep White-Balance Editing

Mahmoud Afifi, Michael S. Brown

Comments Accepted as Oral at CVPR 2020

Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera

Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, Jan Kautz

Comments This paper is accepted to CVPR 2020

Guided Variational Autoencoder for Disentanglement Learning

Zheng Ding, Yifan Xu, Weijian Xu, Gaurav Parmar, Yang Yang, Max Welling, Zhuowen Tu

Comments Accepted to CVPR 2020

Learning to Cluster Faces via Confidence and Connectivity Estimation

Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin

Comments 8 pages, 6 figures, CVPR 2020

Instance Credibility Inference for Few-Shot Learning

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

Comments accepted by CVPR 2020

A Unified Object Motion and Affinity Model for Online Multi-Object Tracking

Junbo Yin, Wenguan Wang, Qinghao Meng, Ruigang Yang, Jianbing Shen

Comments Accepted to CVPR 2020. Code: https://github.com/yinjunbo/UMA-MOT

Learning to Shadow Hand-drawn Sketches

Qingyuan Zheng, Zhuoru Li, Adam Bargteil

Comments To appear in CVPR 2020 (Oral presentation)

RoutedFusion: Learning Real-time Depth Map Fusion

Silvan Weder, Johannes L. Schönberger, Marc Pollefeys, Martin R. Oswald

Comments 11 pages, 8 figures, accepted to CVPR 2020

In Defense of Grid Features for Visual Question Answering

Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen

Journal ref CVPR, 2020

Unsupervised Representation Learning for Gaze Estimation

Yu Yu, Jean-Marc Odobez

Comments Paper accepted by CVPR 2020

Multi-path Learning for Object Pose Estimation Across Domains

Martin Sundermeyer, Maximilian Durner, En Yen Puang, Zoltan-Csaba Marton, Narunas Vaskevicius, Kai O. Arras, Rudolph Triebel

Comments To appear at CVPR 2020; Code will be available here: https://github.com/DLR-RM/AugmentedAutoencoder/tree/multipath

What Makes Training Multi-Modal Classification Networks Hard?

Weiyao Wang, Du Tran, Matt Feiszli

Comments CVPR 2020

Rethinking Classification and Localization for Object Detection

Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu

Comments CVPR 2020

Learning to See Through Obstructions

Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang

Comments CVPR 2020. Project page: https://www.cmlab.csie.ntu.edu.tw/~yulunliu/ObstructionRemoval Code: https://github.com/alex04072000/ObstructionRemoval