Maintaining Natural Image Statistics with the Contextual Loss

13 March 2018

Papers citing "Maintaining Natural Image Statistics with the Contextual Loss"

49 / 49 papers shown

Title
Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging Yunzhen Wang Haijin Zeng Shaoguang Huang Hongyu Chen Hongyan Zhang DiffM 29 0 0 11 Sep 2024
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images Rushikesh Zawar Shaurya Dewan Andrew F. Luo Margaret M. Henderson Michael J. Tarr Leila Wehbe VGen CoGe 46 1 0 19 Jun 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts Cansu Korkmaz A. Murat Tekalp Zafer Doğan 31 11 0 29 Feb 2024
Real-World Video for Zoom Enhancement based on Spatio-Temporal Coupling Zhiling Guo Yinqiang Zheng H. Zhang Xiaodan Shi Zekun Cai Ryosuke Shibasaki Jinyue Yan 33 0 0 24 Jun 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 37 114 0 20 Mar 2023
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 23 59 0 04 Dec 2022
Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution Yuehan Zhang Bo Ji Jiangnan Hao Angela Yao SupR 38 14 0 05 Aug 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network Kangfu Mei Vishal M. Patel Rui Huang DiffM 21 8 0 19 Jul 2022
Reference-based Video Super-Resolution Using Multi-Camera Video Triplets Junyong Lee Myeonghee Lee Sunghyun Cho Seungyong Lee SupR 28 27 0 28 Mar 2022
Modulated Contrast for Versatile Image Synthesis Fangneng Zhan Jiahui Zhang Yingchen Yu Rongliang Wu Shijian Lu 37 43 0 17 Mar 2022
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 41 266 0 05 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 50 20 0 04 Dec 2021
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 76 66 0 08 Oct 2021
Dual-Camera Super-Resolution with Aligned Attention Modules Tengfei Wang Jiaxin Xie Wenxiu Sun Qiong Yan Qifeng Chen SupR 29 45 0 03 Sep 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 57 45 0 07 Jun 2021
MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution Liying Lu Wenbo Li Xin Tao Jiangbo Lu Jiaya Jia SupR 24 134 0 04 Jun 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring Seungjun Nah Sanghyun Son Jaerin Lee Kyoung Mu Lee 69 17 0 26 Apr 2021
Best-Buddy GANs for Highly Detailed Image Super-Resolution Wenbo Li Kun Zhou Lu Qi Liying Lu Nianjuan Jiang Jiangbo Lu Jiaya Jia GAN 24 72 0 29 Mar 2021
Projected Distribution Loss for Image Enhancement M. Delbracio Hossein Talebi P. Milanfar SupR 18 35 0 16 Dec 2020
DeepCFL: Deep Contextual Features Learning from a Single Image Indra Deep Mastan Shanmuganathan Raman 22 9 0 07 Nov 2020
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video Jianyi Wang Xin Deng Mai Xu Congyong Chen Yuhang Song GAN 34 45 0 02 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 36 1,193 0 30 Jul 2020
Journey Towards Tiny Perceptual Super-Resolution Royson Lee Łukasz Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 55 53 0 08 Jul 2020
Disentangle Perceptual Learning through Online Contrastive Learning Kangfu Mei Yao Lu Qiaosi Yi Haoyu Wu Juncheng Li Rui Huang SSL 17 2 0 24 Jun 2020
Burst Photography for Learning to Enhance Extremely Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 28 20 0 17 Jun 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 2020
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Shengzhou Zhong Shi-Yi Zhou GAN 15 2 0 22 Jan 2020
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan Shanmuganathan Raman SupR 31 17 0 09 Dec 2019
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 33 51 0 25 Nov 2019
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution Xin Deng Ren Yang Mai Xu Pier Luigi Dragotti 14 72 0 09 Oct 2019
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution Mohammad Saeed Rad Behzad Bozorgtabar Urs-Viktor Marti Max Basler H. K. Ekenel Jean-Philippe Thiran SupR 27 122 0 20 Aug 2019
Benefiting from Multitask Learning to Improve Single Image Super-Resolution Mohammad Saeed Rad Behzad Bozorgtabar C. Musat Urs-Viktor Marti Max Basler H. K. Ekenel Jean-Philippe Thiran SupR 38 15 0 29 Jul 2019
Progressive Perception-Oriented Network for Single Image Super-Resolution Zheng Hui Jie Li Xinbo Gao Xiumei Wang SupR GAN 27 52 0 24 Jul 2019
Multi-level Encoder-Decoder Architectures for Image Restoration Indra Deep Mastan Shanmuganathan Raman SupR 17 16 0 01 May 2019
Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators Xuan Zhu Yue Cheng Jinye Peng Rongzhi Wang Mingnan Le Xin Liu GAN 16 8 0 24 Apr 2019
CFSNet: Toward a Controllable Feature Space for Image Restoration Wei Wang Ruiming Guo Yapeng Tian Wenming Yang DiffM 18 65 0 01 Apr 2019
A HVS-inspired Attention to Improve Loss Metrics for CNN-based Perception-Oriented Super-Resolution Taimoor Tariq Juan Luis Gonzalez Munchurl Kim SupR 16 1 0 30 Mar 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 36 300 0 23 Jan 2019
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation Matteo Tomei Marcella Cornia Lorenzo Baraldi Rita Cucchiara DiffM 17 76 0 26 Nov 2018
Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks Alon Shoshan Roey Mechrez Lihi Zelnik-Manor OOD 18 33 0 21 Nov 2018
Bi-GANs-ST for Perceptual Image Super-resolution Xiaotong Luo Rongzhen Chen Yuan Xie Yanyun Qu Cuihua Li GAN 25 14 0 01 Nov 2018
Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network Subeesh Vasu T. Nimisha R. Narayanan SupR GAN 27 53 0 01 Nov 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks Yi Wang Xin Tao Xiaojuan Qi Xiaoyong Shen Jiaya Jia GAN 27 302 0 20 Oct 2018
Multi-Scale Recursive and Perception-Distortion Controllable Image Super-Resolution Pablo Navarrete Michelini Dan Zhu Hanwen Liu SupR 36 23 0 27 Sep 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 24 40 0 13 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 43 3,684 0 01 Sep 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 45 386 0 06 Mar 2018
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 82 797 0 16 Nov 2017
Designing Deep Networks for Surface Normal Estimation Xihuai Wang David Fouhey Abhinav Gupta 3DV SSL 167 353 0 18 Nov 2014