CVPR

Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

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

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

Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image

Despoina Paschalidou, Luc van Gool, Andreas Geiger

Comments To appear at CVPR 2020, project page https://github.com/paschalidoud/hierarchical_primitives

Bodies at Rest: 3D Human Pose and Shape Estimation from a Pressure Image using Synthetic Data

Henry M. Clever, Zackory Erickson, Ariel Kapusta, Greg Turk, C. Karen Liu, Charles C. Kemp

Comments 18 pages, 18 figures, 5 tables. Accepted for oral presentation at CVPR 2020

MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model

Han Fu, Rui Wu, Chenghao Liu, Jianling Sun

Comments Accepted to CVPR 2020

Learning Longterm Representations for Person Re-Identification Using Radio Signals

Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan, Dina Katabi

Comments CVPR 2020. The first three authors contributed equally to this paper

DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes

Jonas Schult, Francis Engelmann, Theodora Kontogianni, Bastian Leibe

Comments CVPR 2020 camera-ready version

Controllable Orthogonalization in Training DNNs

Lei Huang, Li Liu, Fan Zhu, Diwen Wan, Zehuan Yuan, Bo Li, Ling Shao

Comments Accepted to CVPR 2020. The Code is available at https://github.com/huangleiBuaa/ONI

Tracking by Instance Detection: A Meta-Learning Approach

Guangting Wang, Chong Luo, Xiaoyan Sun, Zhiwei Xiong, Wenjun Zeng

Comments This paper has been accepted by CVPR'20 as an oral

Scene-Adaptive Video Frame Interpolation via Meta-Learning

Myungsub Choi, Janghoon Choi, Sungyong Baik, Tae Hyun Kim, Kyoung Mu Lee

Comments CVPR 2020

Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition

Luming Tang, Davis Wertheimer, Bharath Hariharan

Comments To appear in CVPR 2020

Generalized Zero-Shot Learning Via Over-Complete Distribution

Rohit Keshari, Richa Singh, Mayank Vatsa

Comments 9 pages, 5 figures, Accepted in CVPR 2020

Synchronizing Probability Measures on Rotations via Optimal Transport

Tolga Birdal, Michael Arbel, Umut Şimşekli, Leonidas Guibas

Comments Accepted for publication at CVPR 2020, includes supplementary material. Project website: https://github.com/SynchInVision/probsync

Physically Realizable Adversarial Examples for LiDAR Object Detection

James Tu, Mengye Ren, Siva Manivasagam, Ming Liang, Bin Yang, Richard Du, Frank Cheng, Raquel Urtasun

Comments Accepted to CVPR 2020

Semantically Multi-modal Image Synthesis

Zhen Zhu, Zhiliang Xu, Ansheng You, Xiang Bai

Comments To appear in CVPR 2020

High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification

Guan'an Wang, Shuo Yang, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun

Comments accepted by CVPR'20

Quaternion Product Units for Deep Learning on 3D Rotation Groups

Xuan Zhang, Shaofei Qin, Yi Xu, Hongteng Xu

Comments CVPR 2020

Self-Supervised Learning of Video-Induced Visual Invariances

Michael Tschannen, Josip Djolonga, Marvin Ritter, Aravindh Mahendran, Xiaohua Zhai, Neil Houlsby, Sylvain Gelly, Mario Lucic

Comments CVPR 2020

SGAS: Sequential Greedy Architecture Search

Guohao Li, Guocheng Qian, Itzel C. Delgadillo, Matthias Müller, Ali Thabet, Bernard Ghanem

Comments Accepted at CVPR'2020. Project website: https://www.deepgcns.org/auto/sgas

Siam R-CNN: Visual Tracking by Re-Detection

Paul Voigtlaender, Jonathon Luiten, Philip H. S. Torr, Bastian Leibe

Comments CVPR 2020 camera-ready version

Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation

Zeyu Wang, Klint Qinami, Ioannis Christos Karakozis, Kyle Genova, Prem Nair, Kenji Hata, Olga Russakovsky

Comments To appear in CVPR 2020

Autolabeling 3D Objects with Differentiable Rendering of SDF Shape Priors

Sergey Zakharov, Wadim Kehl, Arjun Bhargava, Adrien Gaidon

Comments CVPR 2020 (Oral). 8 pages + supplementary material. The first two authors contributed equally to this work

CenterMask : Real-Time Anchor-Free Instance Segmentation

Youngwan Lee, Jongyoul Park

Comments CVPR 2020

EPOS: Estimating 6D Pose of Objects with Symmetries

Tomas Hodan, Daniel Barath, Jiri Matas

Comments Accepted to CVPR 2020

Symmetry and Group in Attribute-Object Compositions

Yong-Lu Li, Yue Xu, Xiaohan Mao, Cewu Lu

Comments Accepted to CVPR 2020, supplementary materials included, code available:https://github.com/DirtyHarryLYL/SymNet

PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

Shunsuke Saito, Tomas Simon, Jason Saragih, Hanbyul Joo

Comments project page: https://shunsukesaito.github.io/PIFuHD

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

More Grounded Image Captioning by Distilling Image-Text Matching Model

Yuanen Zhou, Meng Wang, Daqing Liu, Zhenzhen Hu, Hanwang Zhang

Comments Accepted by CVPR 2020

Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation

Matteo Fabbri, Fabio Lanzi, Simone Calderara, Stefano Alletto, Rita Cucchiara

Comments CVPR 2020

Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes

Sravanti Addepalli, Vivek B. S., Arya Baburaj, Gaurang Sriramanan, R. Venkatesh Babu

Comments CVPR 2020

CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, Feiyue Huang

Comments CVPR 2020

Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge

Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas

Comments In CVPR 2020. (15 pages including supplementary material)