CVPR

FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding

Dian Shao, Yue Zhao, Bo Dai, Dahua Lin

Comments CVPR 2020 Oral (3 strong accepts); Project page: https://sdolivia.github.io/FineGym/

Equalization Loss for Long-Tailed Object Recognition

Jingru Tan, Changbao Wang, Buyu Li, Quanquan Li, Wanli Ouyang, Changqing Yin, Junjie Yan

Comments CVPR 2020. Winner of LVIS Challenge 2019. Code has been available at https: //github.com/tztztztztz/eql.detectron2

Adversarial Examples Improve Image Recognition

Cihang Xie, Mingxing Tan, Boqing Gong, Jiang Wang, Alan Yuille, Quoc V. Le

Comments CVPR 2020, models are available at https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet

Towards Visually Explaining Variational Autoencoders

Wenqian Liu, Runze Li, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia Camps

Comments 10 pages, 9 figures, 2 tables, CVPR 2020

SpaceNet 6: Multi-Sensor All Weather Mapping Dataset

Jacob Shermeyer, Daniel Hogan, Jason Brown, Adam Van Etten, Nicholas Weir, Fabio Pacifici, Ronny Haensch, Alexei Bastidas, Scott Soenen, Todd Bacastow, Ryan Lewis

Comments To appear in CVPR EarthVision Proceedings, 10 pages, 7 figures

Footprints and Free Space from a Single Color Image

Jamie Watson, Michael Firman, Aron Monszpart, Gabriel J. Brostow

Comments Accepted to CVPR 2020 as an oral presentation

Just Go with the Flow: Self-Supervised Scene Flow Estimation

Himangi Mittal, Brian Okorn, David Held

Comments Accepted at CVPR 2020 (Oral)

HadaNets: Flexible Quantization Strategies for Neural Networks

Yash Akhauri

Comments Accepted in CVPR 2019, UAVision 2019

Single-frame Regularization for Temporally Stable CNNs

Gabriel Eilertsen, Rafał K. Mantiuk, Jonas Unger

Comments Project web: http://hdrv.org/hdrcnn/cvpr2019/

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Towards a quality metric for dense light fields

Vamsi Kiran Adhikarla, Marek Vinkler, Denis Sumin, Rafał K. Mantiuk, Karol Myszkowski, Hans-Peter Seidel, Piotr Didyk

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

Rethinking Differentiable Search for Mixed-Precision Neural Networks

Zhaowei Cai, Nuno Vasconcelos

Comments accepted by CVPR 2020

Learning Event-Based Motion Deblurring

Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy Ren, Jiancheng Lv, Yebin Liu

Comments Accepted to CVPR 2020

UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders

Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fatemeh Sadat Saleh, Tong Zhang, Nick Barnes

Comments Accepted by IEEE CVPR 2020 (ORAL). Code: https://github.com/JingZhang617/UCNet

MLCVNet: Multi-Level Context VoteNet for 3D Object Detection

Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Yiming Zhang, Kai Xu, Jun Wang

Comments To be presented at CVPR 2020

YouMakeup VQA Challenge: Towards Fine-grained Action Understanding in Domain-Specific Videos

Shizhe Chen, Weiying Wang, Ludan Ruan, Linli Yao, Qin Jin

Comments CVPR LVVU Workshop 2020 YouMakeup VQA Challenge

Cross-domain Correspondence Learning for Exemplar-based Image Translation

Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen

Comments Accepted as a CVPR 2020 oral paper

Journal ref CVPR 2020

FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions

Alvin Wan, Xiaoliang Dai, Peizhao Zhang, Zijian He, Yuandong Tian, Saining Xie, Bichen Wu, Matthew Yu, Tao Xu, Kan Chen, Peter Vajda, Joseph E. Gonzalez

Comments 8 pages, 10 figures, accepted to CVPR 2020

Density Map Guided Object Detection in Aerial Images

Changlin Li, Taojiannan Yang, Sijie Zhu, Chen Chen, Shanyue Guan

Comments CVPR 2020 EarthVision Workshop

Inter-Region Affinity Distillation for Road Marking Segmentation

Yuenan Hou, Zheng Ma, Chunxiao Liu, Tak-Wai Hui, Chen Change Loy

Comments 10 pages, 10 figures; This paper is accepted by CVPR 2020; Our code is available at https://github.com/cardwing/Codes-for-IntRA-KD

CenterMask: single shot instance segmentation with point representation

Yuqing Wang, Zhaoliang Xu, Hao Shen, Baoshan Cheng, Lirong Yang

Comments To appear at CVPR 2020

SAM: The Sensitivity of Attribution Methods to Hyperparameters

Naman Bansal, Chirag Agarwal, Anh Nguyen

Comments Oral paper at CVPR 2020

Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing

Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool

Comments CVPR 2020 Biometrics Workshop

MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation

Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee

Comments CVPR 2020 camera ready

Journal ref CVPR 2020

ColorFool: Semantic Adversarial Colorization

Ali Shahin Shamsabadi, Ricardo Sanchez-Matilla, Andrea Cavallaro

Comments Conference on Computer Vision and Pattern Recognition (CVPR2020)

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu

Comments Accepted to CVPR 2020: Workshop on Fair, Data Efficient and Trusted Computer Vision

DR Loss: Improving Object Detection by Distributional Ranking

Qi Qian, Lei Chen, Hao Li, Rong Jin

Comments accepted by CVPR'20

MA 3 : Model Agnostic Adversarial Augmentation for Few Shot learning

Rohit Jena, Shirsendu Sukanta Halder, Katia Sycara

Comments Accepted at CVPR Workshop on Visual Learning with Limited Labels 2020

Spatiotemporal Fusion in 3D CNNs: A Probabilistic View

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

Comments To be published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

State-Relabeling Adversarial Active Learning

Beichen Zhang, Liang Li, Shijie Yang, Shuhui Wang, Zheng-Jun Zha, Qingming Huang

Comments Accepted as Oral at CVPR 2020

Multimodal Categorization of Crisis Events in Social Media

Mahdi Abavisani, Liwei Wu, Shengli Hu, Joel Tetreault, Alejandro Jaimes

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

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