Title
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 353 6,566 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 289 7,469 0 06 Oct 2020
Component Divide-and-Conquer for Real-World Image Super-Resolution Pengxu Wei Ziwei Xie Hannan Lu Zongyuan Zhan QiXiang Ye W. Zuo Liang Lin SupR 122 241 0 05 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 694 18,310 0 19 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 510 10,591 0 17 Feb 2020
Human-Aware Motion Deblurring Ziyi Shen Wenguan Wang Xiankai Lu Jianbing Shen Haibin Ling Tingfa Xu Ling Shao 3DH 68 289 0 19 Jan 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 314 5,828 0 03 Dec 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,956 0 12 Jul 2019
Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images C. Ancuti Cosmin Ancuti M. Sbert Radu Timofte 53 299 0 05 Apr 2019
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset Tianyu Wang Xin Yang Ke Xu Shaozhe Chen Qiang Zhang Rynson W. H. Lau 73 530 0 02 Apr 2019
Single Image Deraining: A Comprehensive Benchmark Analysis Siyuan Li I. B. Araujo Wenqi Ren Zhangyang Wang Eric K. Tokuda Roberto Hirata Junior R. M. C. Junior Jiawan Zhang Xiaojie Guo Xiaochun Cao 58 290 0 20 Mar 2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han K. Murao T. Noguchi Yusuke Kawata F. Uchiyama L. Rundo Hideki Nakayama Shiníchi Satoh MedIm 48 98 0 26 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 84 1,439 0 16 Feb 2019
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI Jure Zbontar Florian Knoll Anuroop Sriram Tullie Murrell Zhengnan Huang ... Erich Owens C. L. Zitnick M. Recht D. Sodickson Yvonne W. Lui OOD 75 847 0 21 Nov 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 102 1,733 0 14 Aug 2018
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study Yu Liu Guanlong Zhao Boyuan Gong Yongqian Li Ritu Raj ... Satya Kesav Sandeep Gottimukkala Zhangyang Wang Wenqi Ren Dacheng Tao VLM 146 40 0 30 Jun 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 84 558 0 29 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 299 1,188 0 04 May 2018
O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images C. Ancuti Cosmin Ancuti Radu Timofte Christophe De Vleeschouwer 81 503 0 13 Apr 2018
Collaborative Large-Scale Dense 3D Reconstruction with Online Inter-Agent Pose Optimisation Stuart Golodetz Tommaso Cavallari Nicholas A. Lord V. Prisacariu D. W. Murray Philip Torr 3DH 3DV 78 61 0 25 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,905 0 11 Jan 2018
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 72 1,539 0 12 Dec 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 166 7,376 0 27 Oct 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 65 331 0 15 Aug 2017
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 195 1,007 0 25 Sep 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 135 2,987 0 01 Aug 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 277 3,719 0 26 May 2016
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop Feng Yu Ari Seff Yinda Zhang Shuran Song Thomas Funkhouser Jianxiong Xiao 107 2,346 0 10 Jun 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 310 7,016 0 12 Mar 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 247 8,426 0 28 Nov 2014
NICE: Non-linear Independent Components Estimation Laurent Dinh David M. Krueger Yoshua Bengio DRL BDL 131 2,268 0 30 Oct 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014