Title
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 19 44 0 14 Sep 2020
Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network Da He Xiaoyu Shang Jiajia Luo 8 8 0 03 Sep 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 29 9 0 26 Aug 2020
AMRConvNet: AMR-Coded Speech Enhancement Using Convolutional Neural Networks Joshua Jose Williard 8 2 0 24 Aug 2020
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization Zhiwen Zuo Lei Zhao Zhizhong Wang Haibo Chen Ailin Li Qijiang Xu Wei Xing Dongming Lu GAN 34 0 0 08 Aug 2020
Fighting Deepfake by Exposing the Convolutional Traces on Images Luca Guarnera O. Giudice S. Battiato AAML 18 87 0 07 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Ming-Yu Liu Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 28 153 0 06 Aug 2020
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 59 43 0 05 Aug 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 26 229 0 05 Aug 2020
Multi-Scale Deep Compressive Imaging Thuong Nguyen Canh B. Jeon 13 17 0 03 Aug 2020
Efficient OCT Image Segmentation Using Neural Architecture Search Saba Heidari Gheshlaghi O. Dehzangi Ali Dabouei Annahita Amireskandari A. Rezai Nasser M. Nasrabadi SSeg 24 12 0 28 Jul 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 25 167 0 25 Jul 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 16 191 0 23 Jul 2020
All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling Zhixiang Chi Rasoul Mohammadi Nasiri Zheng Liu Juwei Lu Jin Tang Konstantinos N Plataniotis 60 70 0 23 Jul 2020
Controllable Image Synthesis via SegVAE Y. Cheng Hsin-Ying Lee Min Sun Ming-Hsuan Yang 15 20 0 16 Jul 2020
Learning with Privileged Information for Efficient Image Super-Resolution Wonkyung Lee Junghyup Lee Dohyung Kim Bumsub Ham 33 134 0 15 Jul 2020
TinyVIRAT: Low-resolution Video Action Recognition Ugur Demir Y. S. Rawat M. Shah 30 36 0 14 Jul 2020
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering Di Ma Fan Zhang David R. Bull 19 65 0 14 Jul 2020
Self-Supervised GAN Compression Chong Yu Jeff Pool 7 9 0 03 Jul 2020
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture Tiange Xiang C. Zhang Dongnan Liu Yang Song Heng-Chiao Huang Weidong (Tom) Cai SSeg 16 80 0 01 Jul 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 23 356 0 25 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 32 184 0 18 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 37 460 0 17 Jun 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 13 0 0 16 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 33 1,586 0 15 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 78 6,643 0 13 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 11 116 0 13 Jun 2020
On Data Augmentation for GAN Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-man Cheung MedIm 18 35 0 09 Jun 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 23 78 0 29 May 2020
Efficient and Phase-aware Video Super-resolution for Cardiac MRI Jhih-Yuan Lin Yu-Cheng Chang Winston H. Hsu SupR MedIm 13 10 0 21 May 2020
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network J. Leinonen D. Nerini A. Berne 26 139 0 20 May 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 27 25 0 19 May 2020
Invertible Image Rescaling Mingqing Xiao Shuxin Zheng Chang-Shu Liu Yaolong Wang Di He Guolin Ke Jiang Bian Zhouchen Lin Tie-Yan Liu SupR 17 234 0 12 May 2020
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Lingbo Yang Chang-rui Liu Pan Wang Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 41 124 0 11 May 2020
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 82 170 0 05 May 2020
Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network Moktari Mostofa Syeda Nyma Ferdous B. Riggan Nasser M. Nasrabadi SupR 14 38 0 03 May 2020
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency Cheng-Ming Chiang Yu-Wen Tseng Yu-Syuan Xu Hsien-Kai Kuo Yi-Min Tsai ... Chia-Lin Yu B. Shen Kloze Kao Chia-Ming Cheng Hung-Jen Chen 35 22 0 27 Apr 2020
DeepFake Detection by Analyzing Convolutional Traces Luca Guarnera O. Giudice S. Battiato CVBM 18 216 0 22 Apr 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 35 13 0 20 Apr 2020
4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics E. Ferdian Avan Suinesiaputra D. Dubowitz Debbie Zhao Alan Q. Wang B. Cowan Alistair Young AI4CE 8 90 0 15 Apr 2020
MXR-U-Nets for Real Time Hyperspectral Reconstruction Atmadeep Banerjee Akash Palrecha SupR 17 11 0 15 Apr 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 20 122 0 15 Apr 2020
On the interplay between physical and content priors in deep learning for computational imaging Mo Deng Shuai Li Iksung Kang N. Fang George Barbastathis 23 26 0 14 Apr 2020
Multi-modal Datasets for Super-resolution Haoran Li Weihong Quan Mei-Jun Yan Jin Zhang Xiaoli Gong Jin Zhou 16 0 0 13 Apr 2020
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution Marcel C. Bühler Andrés Romero Radu Timofte SupR 30 32 0 09 Apr 2020
Multi-feature super-resolution network for cloth wrinkle synthesis Lan Chen Juntao Ye Xiaopeng Zhang AI4CE 22 14 0 09 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 30 466 0 08 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 23 123 0 02 Apr 2020
Learning Formation of Physically-Based Face Attributes Ruilong Li Kalle Bladin Yajie Zhao Chinmay Chinara Owen Ingraham ... Xinglei Ren P. Prasad B. Kishore Jun Xing Hao Li CVBM 3DH 21 110 0 02 Apr 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Steven G. McDonagh Sarah Parisot Greg Slabaugh 17 192 0 31 Mar 2020