Title
Journey Towards Tiny Perceptual Super-Resolution Royson Lee Łukasz Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 87 54 0 08 Jul 2020
SiENet: Siamese Expansion Network for Image Extrapolation Xiaofeng Zhang Feng Chen Cailing Wang Songsong Wu Ming Tao Guoping Jiang GAN 76 40 0 08 Jul 2020
Light Field Image Super-Resolution Using Deformable Convolution Yingqian Wang Jungang Yang Longguang Wang Xinyi Ying Tianhao Wu W. An Yulan Guo 94 121 0 07 Jul 2020
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks Francesco Salvetti Vittorio Mazzia Aleem Khaliq Marcello Chiaberge SupR 86 120 0 06 Jul 2020
Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution Mohammad Saeed Rad Thomas Yu C. Musat H. K. Ekenel Behzad Bozorgtabar Jean-Philippe Thiran SupR 60 2 0 06 Jul 2020
Perceptually Optimizing Deep Image Compression Li-Heng Chen C. Bampis Zhi Li A. Norkin A. Bovik 36 10 0 03 Jul 2020
Self-Supervised GAN Compression Chong Yu Jeff Pool 88 9 0 03 Jul 2020
Learning Surrogates via Deep Embedding Yash J. Patel Tomás Hodan Jirí Matas 64 15 0 01 Jul 2020
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture Tiange Xiang Chaoyi Zhang Dongnan Liu Yang Song Heng-Chiao Huang Weidong (Tom) Cai SSeg 70 82 0 01 Jul 2020
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs Furkan Ozcelik U. Alganci Elif Sertel Gozde Unal 54 69 0 30 Jun 2020
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques Mazin Hnewa H. Radha 90 145 0 30 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Yawei Li Wen Li Martin Danelljan Peng Sun Shuhang Gu Luc Van Gool Radu Timofte 99 18 0 29 Jun 2020
MTAdam: Automatic Balancing of Multiple Training Loss Terms Itzik Malkiel Lior Wolf ODL 59 22 0 25 Jun 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 124 363 0 25 Jun 2020
Disentangle Perceptual Learning through Online Contrastive Learning Kangfu Mei Yao Lu Qiaosi Yi Haoyu Wu Juncheng Li Rui Huang SSL 36 2 0 24 Jun 2020
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network Qing Lyu Hongming Shan Yibin Xie Debiao Li Ge Wang MedIm 65 33 0 23 Jun 2020
Mapping Low-Resolution Images To Multiple High-Resolution Images Using Non-Adversarial Mapping Vasileios Lioutas SupR 27 2 0 21 Jun 2020
Concatenated Attention Neural Network for Image Restoration Ying-jie Tian Yiqi Wang LinRui Yang Zhiquan Qi 57 11 0 19 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 123 189 0 18 Jun 2020
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning Daniele Di Mauro Antonino Furnari Giuseppe Patané Sebastiano Battiato G. Farinella 53 20 0 18 Jun 2020
Progressively Unfreezing Perceptual GAN Jinxuan Sun Yang Chen Junyu Dong G. Zhong GAN 69 1 0 18 Jun 2020
A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources M. Sit B. Demiray Z. Xiang Gregory Ewing Y. Sermet Ibrahim Demir AI4Cl AI4CE 86 333 0 17 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 147 478 0 17 Jun 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 50 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 229 1,650 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 530 6,881 0 13 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 92 124 0 13 Jun 2020
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks Aman Chadha John Britto M. Mani Roja SupR 54 25 0 13 Jun 2020
Cumulant GAN Yannis Pantazis D. Paul M. Fasoulakis Y. Stylianou Markos A. Katsoulakis GAN 101 18 0 11 Jun 2020
On Data Augmentation for GAN Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-Man Cheung MedIm 70 38 0 09 Jun 2020
A Self-supervised Approach for Adversarial Robustness Muzammal Naseer Salman Khan Munawar Hayat Fahad Shahbaz Khan Fatih Porikli AAML 93 262 0 08 Jun 2020
Photoacoustic Microscopy with Sparse Data Enabled by Convolutional Neural Networks for Fast Imaging Jiasheng Zhou Da He Xiaoyu Shang Zhendong Guo Sung-Liang Chen Jiajia Luo 24 5 0 08 Jun 2020
Neural Sparse Representation for Image Restoration Yuchen Fan Jiahui Yu Yiqun Mei Yulun Zhang Y. Fu Ding Liu Thomas S. Huang 47 32 0 08 Jun 2020
Learning Texture Transformer Network for Image Super-Resolution Fuzhi Yang Huan Yang Jianlong Fu Hongtao Lu B. Guo SupR ViT 102 732 0 07 Jun 2020
Enhancing Facial Data Diversity with Style-based Face Aging Markos Georgopoulos James Oldfield M. Nicolaou Yannis Panagakis Maja Pantic CVBM 50 12 0 06 Jun 2020
Physical-Layer Authentication Using Channel State Information and Machine Learning Ken St. Germain F. Kragh 43 17 0 05 Jun 2020
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions Sabbir Ahmed Uday Kamal Md. Kamrul Hasan 69 61 0 03 Jun 2020
RODE-Net: Learning Ordinary Differential Equations with Randomness from Data Junyu Liu Zichao Long Ranran Wang Jie Sun Bin Dong 53 9 0 03 Jun 2020
SDE approximations of GANs training and its long-run behavior Haoyang Cao Xin Guo 73 1 0 03 Jun 2020
Ear2Face: Deep Biometric Modality Mapping Dogucan Yaman Fevziye Irem Eyiokur H. K. Ekenel CVBM 130 6 0 02 Jun 2020
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging Tianming Du Honggang Zhang Yuemeng Li H. K. Song Yong-Xian Fan 51 2 0 02 Jun 2020
Foreground-aware Semantic Representations for Image Harmonization Konstantin Sofiiuk Polina Popenova Anton Konushin 97 73 0 01 Jun 2020
Fast Enhancement for Non-Uniform Illumination Images using Light-weight CNNs Feifan Lv Bo Liu Feng Lu CVBM 95 64 0 31 May 2020
Probabilistic self-learning framework for Low-dose CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 57 32 0 30 May 2020
Reconstructing undersampled photoacoustic microscopy images using deep learning Anthony DiSpirito Daiwei Li Tri Vu Maomao Chen D. Zhang Jianwen Luo R. Horstmeyer Junjie Yao 50 97 0 30 May 2020
Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network Moshiur Rahman Samrat Kumar Dey Kabid Hassan Shibly MedIm GAN 26 0 0 30 May 2020
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction Haoliang Jiang Zhenguo Nie Roselyn Yeo A. Farimani Levent Burak Kara GAN 90 18 0 30 May 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 108 83 0 29 May 2020
Privacy-Protection Drone Patrol System based on Face Anonymization Harim Lee M. Kim Yeongjun Kim Hyeonsu Lyu H. Yang CVBM PICV 77 16 0 29 May 2020
Depth-aware Blending of Smoothed Images for Bokeh Effect Generation S. Dutta MDE 44 23 0 28 May 2020