Title
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 81 119 0 18 Feb 2021
Selfie Periocular Verification using an Efficient Super-Resolution Approach Juan Tapia A. Valenzuela Rodrigo Lara M. Gomez-Barrero Christoph Busch SupR CVBM 98 13 0 16 Feb 2021
Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images Xiaobin Hu DiffM MedIm 42 3 0 14 Feb 2021
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses Jing Jin Mantang Guo Xianqiang Lyu Hui Liu H. Xiong 87 6 0 14 Feb 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 168 394 0 14 Feb 2021
A Generative Model for Hallucinating Diverse Versions of Super Resolution Images M. Abid Ihsen Hedhli Christian Gagné DiffM 49 3 0 12 Feb 2021
Deep Sound Field Reconstruction in Real Rooms: Introducing the ISOBEL Sound Field Dataset M. S. Kristoffersen M. B. Møller Pablo Martínez-Nuevo Jan Østergaard 45 17 0 12 Feb 2021
SWAGAN: A Style-based Wavelet-driven Generative Model Rinon Gal Dana Cohen Amit H. Bermano Daniel Cohen-Or GAN 103 38 0 11 Feb 2021
DetCo: Unsupervised Contrastive Learning for Object Detection Enze Xie Jian Ding Wenhai Wang Xiaohang Zhan Hang Xu Peize Sun Zhenguo Li Ping Luo 101 325 0 09 Feb 2021
Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator Rajiv Kumar Rishabh Dabral G. Sivakumar 29 5 0 09 Feb 2021
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack Ding Sheng Ong Chee Seng Chan KamWoh Ng Lixin Fan Qiang Yang AAML 71 72 0 08 Feb 2021
Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery Moran Xu Dianlin Hu Weifei Wu Weiwen Wu GAN MedIm 56 0 0 08 Feb 2021
One-shot Face Reenactment Using Appearance Adaptive Normalization Guangming Yao Yi Yuan Tianjia Shao Shuang Li Shanqi Liu Yong Liu Mengmeng Wang Kun Zhou CVBM GAN 103 29 0 08 Feb 2021
Real-World Super-Resolution of Face-Images from Surveillance Cameras Andreas Aakerberg Kamal Nasrollahi T. Moeslund SupR CVBM 74 35 0 05 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 296 1,508 0 04 Feb 2021
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge Chompunuch Sarasaen S. Chatterjee Mario Breitkopf G. Rose A. Nürnberger Oliver Speck SupR 77 35 0 04 Feb 2021
Robust pedestrian detection in thermal imagery using synthesized images My Kieu Lorenzo Berlincioni L. Galteri Marco Bertini Andrew D. Bagdanov A. Bimbo 70 21 0 03 Feb 2021
Exploiting Raw Images for Real-Scene Super-Resolution Xiangyu Xu Yongrui Ma Wenxiu Sun Ming-Hsuan Yang SupR 65 28 0 02 Feb 2021
Underwater Image Enhancement via Learning Water Type Desensitized Representations Zhenqi Fu Xiaopeng Lin Wu Wang Yue Huang Xinghao Ding 99 36 0 01 Feb 2021
Rates of convergence for density estimation with generative adversarial networks Nikita Puchkin S. Samsonov Denis Belomestny Eric Moulines A. Naumov 125 11 0 30 Jan 2021
Deep Burst Super-Resolution Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte SupR 87 127 0 26 Jan 2021
High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks Jun Zhu Ye Chen F. Brinker W. Decking S. Tomin H. Schlarb AI4CE 47 25 0 25 Jan 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 88 178 0 25 Jan 2021
Fighting deepfakes by detecting GAN DCT anomalies O. Giudice Luca Guarnera Sebastiano Battiato 96 90 0 24 Jan 2021
Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains Brenda Vilas Boas W. Zirwas M. Haardt 8 5 0 24 Jan 2021
Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence M. Dedeoglu Sen Lin Zhaofeng Zhang Junshan Zhang 89 1 0 22 Jan 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 123 24 0 21 Jan 2021
Influence Estimation for Generative Adversarial Networks Naoyuki Terashita Hiroki Ohashi Yuichi Nonaka T. Kanemaru TDI 113 12 0 20 Jan 2021
Deep Feedback Inverse Problem Solver Wei-Chiu Ma Shenlong Wang Jiayuan Gu S. Manivasagam Antonio Torralba R. Urtasun 88 14 0 19 Jan 2021
Real-Time Limited-View CT Inpainting and Reconstruction with Dual Domain Based on Spatial Information Ken Deng Chang Sun Yitong Liu Hongwen Yang 18 2 0 19 Jan 2021
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets Ke Li Dengxin Dai E. Konukoglu Luc Van Gool 60 7 0 19 Jan 2021
DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training Jiaheng Wei Minghao Liu Jiahao Luo Andrew Zhu James Davis Yang Liu GAN 164 12 0 19 Jan 2021
Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition Angelo G. Menezes SupR CVBM 63 2 0 19 Jan 2021
Galaxy Image Translation with Semi-supervised Noise-reconstructed Generative Adversarial Networks Qiufan Lin D. Fouchez Jérôme Pasquet GAN 108 6 0 19 Jan 2021
Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models Justin Bayer Maximilian Soelch Atanas Mirchev Baris Kayalibay Patrick van der Smagt 119 15 0 18 Jan 2021
Fast and accurate learned multiresolution dynamical downscaling for precipitation Jiali Wang Zhengchun Liu Ian Foster Won Chang R. Kettimuthu R. Kotamarthi 70 59 0 18 Jan 2021
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks Po-Hsiang Yu Sih-Sian Wu Liang-Gee Chen VLM 39 0 0 17 Jan 2021
Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution Yan Wu Zhiwu Huang Suryansh Kumar R. Sukthanker Radu Timofte Luc Van Gool 90 21 0 17 Jan 2021
Generative Adversarial U-Net for Domain-free Medical Image Augmentation Xiaocong Chen Yun Yvonna Li Lina Yao Ehsan Adeli Yu Zhang GAN OOD MedIm 84 17 0 12 Jan 2021
Fine-grained Semantic Constraint in Image Synthesis Pengyang Li Donghui Wang GAN 23 0 0 12 Jan 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 96 457 0 11 Jan 2021
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation Yaohui Wang Francois Bremond A. Dantcheva VGen GAN 225 25 0 08 Jan 2021
A review for Tone-mapping Operators on Wide Dynamic Range Image Ziyi Liu 60 1 0 08 Jan 2021
Single Image Super-Resolution Baran Ataman Mert Seker David Mckee SupR 18 0 0 08 Jan 2021
Learning Guided Electron Microscopy with Active Acquisition Lu Mi Hao Wang Yaron Meirovitch R. Schalek Srinivas C. Turaga J. Lichtman Aravinthan D. T. Samuel Nir Shavit 127 6 0 07 Jan 2021
VHS to HDTV Video Translation using Multi-task Adversarial Learning Hongming Luo Guangsen Liao Xianxu Hou Bozhi Liu Fei Zhou Guoping Qiu GAN 35 1 0 07 Jan 2021
Minibatch optimal transport distances; analysis and applications Kilian Fatras Younes Zine Szymon Majewski Rémi Flamary Rémi Gribonval Nicolas Courty OT 124 60 0 05 Jan 2021
GRAPPA-GANs for Parallel MRI Reconstruction Nader Tavaf A. Torfi K. Uğurbil P. Moortele 109 14 0 05 Jan 2021
Contextual colorization and denoising for low-light ultra high resolution sequences Nantheera Anantrasirichai David Bull DiffM 64 17 0 05 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 439 2,570 0 04 Jan 2021