Title
Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization Tianshuo Xu Lijiang Li Peng Mi Xiawu Zheng Yong Li G. Jiang Yiyi Zhou Wei Zhang SupR 55 8 0 04 Jan 2022
Local Motion and Contrast Priors Driven Deep Network for Infrared Small Target Super-Resolution Xinyi Ying Yingqian Wang Longguang Wang Weidong Sheng Li Liu Zaiping Lin Shilin Zhou SupR 139 27 0 04 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 114 54 0 03 Jan 2022
Efficient Single Image Super-Resolution Using Dual Path Connections with Multiple Scale Learning B. Yang Gangshan Wu SupR 50 5 0 31 Dec 2021
Conditional Generative Data-free Knowledge Distillation Xinyi Yu Ling Yan Yang Yang Libo Zhou Linlin Ou 76 8 0 31 Dec 2021
Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network Nanzhe Wang Q. Liao Haibin Chang Dongxiao Zhang AI4CE 60 5 0 31 Dec 2021
Visual and Object Geo-localization: A Comprehensive Survey Daniel Wilson Xiaohan Zhang Waqas Sultani S. Wshah 73 16 0 30 Dec 2021
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images Kaicong Sun S. Simon MedIm 45 1 0 30 Dec 2021
Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge Kartikeya Bhardwaj Dibakar Gope James Ward P. Whatmough Danny Loh AAML 30 4 0 29 Dec 2021
GANISP: a GAN-assisted Importance SPlitting Probability Estimator M. Hassanaly Andrew Glaws Ryan N. King 66 1 0 28 Dec 2021
Astronomical Image Colorization and upscaling with Generative Adversarial Networks Shreyas Kalvankar Hrushikesh Pandit Pranav Parwate Atharva Patil S. Kamalapur GAN 23 0 0 27 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks Ziyang Liu Zhengguo Li Xingming Wu Zhong Liu Weihai Chen GAN 81 25 0 25 Dec 2021
Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey Sagar Saxena Mohammad Nayeem Teli EGVM GAN MedIm 85 26 0 23 Dec 2021
Reflash Dropout in Image Super-Resolution Xiangtao Kong Xina Liu Jinjin Gu Yu Qiao Chao Dong UQCV 92 59 0 22 Dec 2021
Exploring Inter-frequency Guidance of Image for Lightweight Gaussian Denoising Zhuang Jia 40 2 0 22 Dec 2021
SelFSR: Self-Conditioned Face Super-Resolution in the Wild via Flow Field Degradation Network Xianfang Zeng Jiangning Zhang Lu Liu Guangzhong Tian Yong Liu SupR CVBM 98 1 0 20 Dec 2021
Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution Kaiwei Zhang SupR 73 36 0 20 Dec 2021
Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis Chaowei Fang Liang Wang Dingwen Zhang Jun Xu Yixuan Yuan Junwei Han OOD 90 14 0 20 Dec 2021
A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators Zihao Wei Yidong Huang Yuang Chen Chenhao Zheng Jinnan Gao GAN 54 21 0 19 Dec 2021
Super-resolution reconstruction of cytoskeleton image based on A-net deep learning network Qian Chen Hao Bai Bingchen Che Tianyun Zhao Ce Zhang Kaige Wang Jintao Bai Wei Zhao 79 3 0 17 Dec 2021
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 138 64 0 17 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 203 677 0 16 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 109 88 0 16 Dec 2021
A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution Yufu Niu S. Jackson Naif Alqahtani P. Mostaghimi R. Armstrong OOD 60 4 0 16 Dec 2021
Self-Ensembling GAN for Cross-Domain Semantic Segmentation Yonghao Xu Fengxiang He Bo Du Dacheng Tao Liangpei Zhang GAN 66 17 0 15 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 126 562 0 15 Dec 2021
Mitigating Channel-wise Noise for Single Image Super Resolution Srimanta Mandal Kuldeep Purohit A. N. Rajagopalan SupR 58 0 0 14 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 63 7 0 14 Dec 2021
Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution Jingye Chen Haiyang Yu Jianqi Ma Bin Li Xiangyang Xue DiffM 88 47 0 13 Dec 2021
SphereSR: 360° Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation Youngho Yoon Inchul Chung Lin Wang Kuk-Jin Yoon 96 40 0 13 Dec 2021
Semantically Contrastive Learning for Low-light Image Enhancement Dong Liang Ling Li Mingqiang Wei Shuo Yang Liyan Zhang Wenhan Yang Yun Du Huiyu Zhou 51 94 0 13 Dec 2021
GM Score: Incorporating inter-class and intra-class generator diversity, discriminability of disentangled representation, and sample fidelity for evaluating GANs GM Harshvardhan Aanchal Sahu Mahendra Kumar Gourisaria 32 0 0 13 Dec 2021
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 56 65 0 12 Dec 2021
Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information Jiahao Huang Weiping Ding Jun Lv Jingwen Yang Hao Dong Javier Del Ser Jun Xia Tiaojuan Ren Stephen Wong Guang Yang MedIm 48 18 0 10 Dec 2021
Enhancing Multi-Scale Implicit Learning in Image Super-Resolution with Integrated Positional Encoding Ying-Tian Liu Yuanchen Guo Song-Hai Zhang SupR 60 11 0 10 Dec 2021
Information Prebuilt Recurrent Reconstruction Network for Video Super-Resolution Shuyun Wang Ming Yu Cuihong Xue Yingchun Guo Gang Yan SupR 40 0 0 10 Dec 2021
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement Long Ma Risheng Liu Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 90 93 0 09 Dec 2021
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction Hyungjin Chung Byeongsu Sim Jong Chul Ye MedIm DiffM 126 355 0 09 Dec 2021
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey Xun Chen Chang Li Aiping Liu Martin J. McKeown Ruobing Qian Z. J. Wang 75 73 0 08 Dec 2021
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution Karam Park Jae Woong Soh N. Cho 75 71 0 08 Dec 2021
A Survey on Deep learning based Document Image Enhancement Zahra Anvari V. Athitsos 66 8 0 06 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 141 20 0 04 Dec 2021
Feature-based Recognition Framework for Super-resolution Images Jing Hu Meiqi Zhang Rui Zhang SupR 52 0 0 04 Dec 2021
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study C. Little Mark Elliot Richard Allmendinger Sahel Shariati Samani 48 20 0 03 Dec 2021
NeRF-SR: High-Quality Neural Radiance Fields using Supersampling Chen Wang Xian-Chun Wu Yuanchen Guo Song-Hai Zhang Yu-Wing Tai Shijia Hu 114 117 0 03 Dec 2021
FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks Nicolas Olivier Kelian Baert F. Danieau Franck Multon Quentin Avril CVBM 3DH 85 18 0 01 Dec 2021
FDA-GAN: Flow-based Dual Attention GAN for Human Pose Transfer Liyuan Ma Kejie Huang Dongxu Wei Zhaoyan Ming Haibin Shen 3DH 91 23 0 01 Dec 2021
Convergence of GANs Training: A Game and Stochastic Control Methodology Othmane Mounjid Xin Guo GAN 61 2 0 01 Dec 2021
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks Jatin Kumar Indra Deep Mastan Shanmuganathan Raman 139 2 0 30 Nov 2021