CVPR

NTIRE 2020 Challenge on Image and Video Deblurring

Seungjun Nah, Sanghyun Son, Radu Timofte, Kyoung Mu Lee

Comments To be published in CVPR 2020 Workshop (New Trends in Image Restoration and Enhancement)

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

Michael Ramamonjisoa, Yuming Du, Vincent Lepetit

Comments Accepted to CVPR 2020

Local Context Normalization: Revisiting Local Normalization

Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Md Mahmudulla Hassan, Nebojsa Jojic

Comments Accepted as a CVPR 2020 oral paper. arXiv admin note: text overlap with arXiv:1803.08494 by other authors

Journal ref CVPR 2020

Data-Free Network Quantization With Adversarial Knowledge Distillation

Yoojin Choi, Jihwan Choi, Mostafa El-Khamy, Jungwon Lee

Comments CVPR 2020 Joint Workshop on Efficient Deep Learning in Computer Vision (EDLCV)

Lossy Compression with Distortion Constrained Optimization

Ties van Rozendaal, Guillaume Sautière, Taco S. Cohen

Comments Accepted as a CVPR 2020 workshop paper: Workshop and Challenge on Learned Image Compression (CLIC)

On Vocabulary Reliance in Scene Text Recognition

Zhaoyi Wan, Jielei Zhang, Liang Zhang, Jiebo Luo, Cong Yao

Comments CVPR'20

Journal ref EEE/CVF Conferences on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, June 2020

Deep Global Registration

Christopher Choy, Wei Dong, Vladlen Koltun

Comments Accepted for CVPR'20 oral presentation

Probabilistic Regression of Rotations using Quaternion Averaging and a Deep Multi-Headed Network

Valentin Peretroukhin, Brandon Wagstaff, Matthew Giamou, Jonathan Kelly

Comments A shortened version of this work appears in the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19) Workshop on Uncertainty and Robustness in Deep Visual Learning, Long Beach, California, USA, Jun. 16-20 2019, pp. 83-86

Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture

Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng

Comments CVPR 2020 - Vision for Agriculture; https://www.agriculture-vision.com

Audio to Body Dynamics

Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman

Comments Link with videos https://arviolin.github.io/AudioBodyDynamics/

Journal ref The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images

Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte

Comments CVPR 2020 Workshops proceedings

NTIRE 2020 Challenge on NonHomogeneous Dehazing

Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

Comments CVPR Workshops Proceedings 2020

Self-Supervised Human Depth Estimation from Monocular Videos

Feitong Tan, Hao Zhu, Zhaopeng Cui, Siyu Zhu, Marc Pollefeys, Ping Tan

Comments Accepted by IEEE Conference on Computer Vision and Patten Recognition (CVPR), 2020

Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder

Guanlin Li, Shuya Ding, Jun Luo, Chang Liu

Journal ref CVPR 2020

Mimicry: Towards the Reproducibility of GAN Research

Kwot Sin Lee, Christopher Town

Comments Accepted to the AI for Content Creation Workshop at CVPR 2020

Mask Encoding for Single Shot Instance Segmentation

Rufeng Zhang, Zhi Tian, Chunhua Shen, Mingyu You, Youliang Yan

Comments Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2020

Multi-modal Dense Video Captioning

Vladimir Iashin, Esa Rahtu

Comments To appear in the proceedings of CVPR Workshops 2020; Code: https://github.com/v-iashin/MDVC Project Page: https://v-iashin.github.io/mdvc

Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias

Krishna Kumar Singh, Dhruv Mahajan, Kristen Grauman, Yong Jae Lee, Matt Feiszli, Deepti Ghadiyaram

Comments CVPR 2020

PointPainting: Sequential Fusion for 3D Object Detection

Sourabh Vora, Alex H. Lang, Bassam Helou, Oscar Beijbom

Comments 11 pages, 6 figures, 8 tables. v1 is initial submission to CVPR 2020. v2 is final version accepted for publication at CVPR 2020

From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks

K L Navaneet, Ansu Mathew, Shashank Kashyap, Wei-Chih Hung, Varun Jampani, R. Venkatesh Babu

Comments Accepted to CVPR 2020; Codes are available at https://github.com/val-iisc/ssl_3d_recon

Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?

Safa Messaoud, Maghav Kumar, Alexander G. Schwing

Comments CVPR 2020 (Oral)

PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling

Xu Yan, Chaoda Zheng, Zhen Li, Sheng Wang, Shuguang Cui

Comments To appear in CVPR 2020. Also seen in http://kaldir.vc.in.tum.de/scannet_benchmark/

Natural Image Noise Dataset

Benoit Brummer, Christophe De Vleeschouwer

Comments NTIRE at CVPR 2019

nuScenes: A multimodal dataset for autonomous driving

Holger Caesar, Varun Bankiti, Alex H. Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Giancarlo Baldan, Oscar Beijbom

Comments CVPR 2020 camera ready incl. supplementary material

Stochastic Sparse Subspace Clustering

Ying Chen, Chun-Guang Li, Chong You

Comments 16 pages, 9 figures and 8 tables. This work is accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Heterogeneous Knowledge Distillation using Information Flow Modeling

Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas

Comments Accepted at CVPR 2020

Learning to Autofocus

Charles Herrmann, Richard Strong Bowen, Neal Wadhwa, Rahul Garg, Qiurui He, Jonathan T. Barron, Ramin Zabih

Comments CVPR 2020

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

Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham

Comments CVPR 2020 Oral. Code and data are available at: https://github.com/QingyongHu/RandLA-Net

Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras

Olly Styles, Tanaya Guha, Victor Sanchez, Alex Kot

Comments CVPR 2020 Precognition workshop

The 4th AI City Challenge

Milind Naphade, Shuo Wang, David Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty

Comments Organization summary of the 4th AI City Challenge Workshop @ CVPR 2020