Title
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 71 26 0 14 May 2022
A hybrid data driven-physics constrained Gaussian process regression framework with deep kernel for uncertainty quantification Che-Chia Chang T. Zeng GP 50 6 0 13 May 2022
Monocular Human Digitization via Implicit Re-projection Networks Min-Gyu Park Ju-Mi Kang J. Kim Ju Hong Yoon 3DH 110 1 0 13 May 2022
Deep Learning and Synthetic Media Raphaël Millière 69 18 0 11 May 2022
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li Peng Sun Radu Timofte Luc Van Gool Fang Kong ... Deng-Guang Zhou Kun Zeng Han-Yuan Lin Xinyu Chen Jin-Tao Fang SupR 83 78 0 11 May 2022
RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization Xintao Wang Chao Dong Ying Shan 112 48 0 11 May 2022
Accelerating the Training of Video Super-Resolution Models Lijian Lin Xintao Wang Zhongang Qi Ying Shan 71 3 0 10 May 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds Wenlong Zhang Guangyuan Shi Yihao Liu Chao Dong Xiao-Ming Wu 83 24 0 10 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 174 647 0 09 May 2022
Exploiting Digital Surface Models for Inferring Super-Resolution for Remotely Sensed Images S. Karatsiolis C. Padubidri A. Kamilaris 71 5 0 09 May 2022
SPQE: Structure-and-Perception-Based Quality Evaluation for Image Super-Resolution Keke Zhang Tiesong Zhao Weiling Chen Yuzhen Niu Jin-Fan Hu SupR 50 3 0 07 May 2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution Xiaoqian Xu Pengxu Wei Weikai Chen Mingzhi Mao Liang Lin Guanbin Li 60 18 0 07 May 2022
VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution Liangbin Xie Honglun Zhang Chao Dong Ying Shan CVBM 86 87 0 06 May 2022
Synthetic Data -- what, why and how? James Jordon Lukasz Szpruch F. Houssiau M. Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller 94 120 0 06 May 2022
GANs as Gradient Flows that Converge Yu‐Jui Huang Yuchong Zhang 57 3 0 05 May 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites N. Nguyen J. Anger Axel Davy Pablo Arias Gabriele Facciolo SupR 107 16 0 04 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 99 13 0 04 May 2022
Lightweight Image Enhancement Network for Mobile Devices Using Self-Feature Extraction and Dense Modulation Sang Y. Baek Yongsup Park Youngo Park Jungmin Lee Kwang-sun Choi SupR 51 0 0 02 May 2022
Seeding Diversity into AI Art Marvin Zammit Antonios Liapis Georgios N. Yannakakis 72 4 0 02 May 2022
C3-STISR: Scene Text Image Super-resolution with Triple Clues Minyi Zhao Miaosen Wang Fan Bai Bingjia Li Jie Wang Shuigeng Zhou 71 34 0 29 Apr 2022
PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent Rita Fermanian Mikael Le Pendu C. Guillemot 73 7 0 29 Apr 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 88 45 0 28 Apr 2022
Conformer and Blind Noisy Students for Improved Image Quality Assessment Marcos V. Conde Maxime Burchi Radu Timofte DiffM 91 14 0 27 Apr 2022
AccMPEG: Optimizing Video Encoding for Video Analytics Kuntai Du Qizheng Zhang Anton Arapin Haodong Wang Zhengxu Xia Junchen Jiang 81 18 0 26 Apr 2022
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings M. Alzantot L. Garcia Mani B. Srivastava 31 1 0 25 Apr 2022
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix Shengjie Liu Chuang Zhu Fengjuan Xu X. Jia Z. Shi M. Jin 109 81 0 25 Apr 2022
PU-EVA: An Edge Vector based Approximation Solution for Flexible-scale Point Cloud Upsampling Luqing Luo Lulu Tang Wanyi Zhou Shizheng Wang Zhixin Yang 3DPC 46 34 0 22 Apr 2022
A Note on the Regularity of Images Generated by Convolutional Neural Networks Andreas Habring M. Holler GAN 53 3 0 22 Apr 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 75 23 0 21 Apr 2022
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss H. Nazki Ognjen Arandjelovic I. Um David J. Harrison MedIm OOD 62 17 0 20 Apr 2022
Self-supervised Learning for Sonar Image Classification Alan Preciado-Grijalva Bilal Wehbe M. B. Firvida Matias Valdenegro-Toro SSL 67 17 0 20 Apr 2022
FS-NCSR: Increasing Diversity of the Super-Resolution Space via Frequency Separation and Noise-Conditioned Normalizing Flow Ki-Ung Song D. Shim Kang-Wook Kim Jae-young Lee Young-Gon Kim SupR 55 9 0 20 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 97 416 0 19 Apr 2022
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution Guangwei Gao Zixiang Xu Juncheng Li Jian Yang T. Zeng Guo-Jun Qi CVBM ViT SupR 105 92 0 19 Apr 2022
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution Zongcai Du Ding Liu Jie Liu Jie Tang Gangshan Wu Lean Fu SupR 88 55 0 18 Apr 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment Ziwei Luo Youwei Li Shuyang Cheng Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Jian Sun Shuaicheng Liu ViT 91 46 0 18 Apr 2022
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning Chang-Hwan Son Da-Hee Jeong CVBM 69 4 0 18 Apr 2022
Synthesizing Informative Training Samples with GAN Bo Zhao Hakan Bilen DD 128 77 0 15 Apr 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data Kyungjune Baek Hyunjung Shim 71 12 0 11 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 73 37 0 10 Apr 2022
Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent Siddhant Garg Dhruval Jain SSL 136 0 0 09 Apr 2022
Single-level Adversarial Data Synthesis based on Neural Tangent Kernels Yu-Rong Zhang Ruei-Yang Su Sheng-Yen Chou Shan Wu GAN 111 2 0 08 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 84 67 0 06 Apr 2022
Aesthetic Text Logo Synthesis via Content-aware Layout Inferring Yizhi Wang Guo Pu Wenhan Luo Yexin Wang Pengfei Xiong Hongwen Kang Zheng Lian DiffM 85 26 0 06 Apr 2022
DT2I: Dense Text-to-Image Generation from Region Descriptions Stanislav Frolov Prateek Bansal Jörn Hees Andreas Dengel VLM 66 5 0 05 Apr 2022
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts L. Harris Andrew T. T. McRae Matthew Chantry P. Dueben T. Palmer 90 112 0 05 Apr 2022
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution Yutong He William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 44 2 0 04 Apr 2022
Object Level Depth Reconstruction for Category Level 6D Object Pose Estimation From Monocular RGB Image Zhaoxin Fan Zhenbo Song Jian Xu Zhicheng Wang Kejian Wu Hongyan Liu Jun He 128 34 0 04 Apr 2022
Single Image Internal Distribution Measurement Using Non-Local Variational Autoencoder Yeahia Sarker A. Imran M. H. Ahamed R. Chakrabortty Mike J. Ryan Sajal Das SupR 77 0 0 02 Apr 2022
Bayesian Image Super-Resolution with Deep Modeling of Image Statistics Yuxin Li Xiahai Zhuang 38 17 0 31 Mar 2022