SRFlow: Learning the Super-Resolution Space with Normalizing Flow

25 June 2020

Andreas Lugmayr

Martin Danelljan

Luc Van Gool

Radu Timofte

SupR

DRL

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Papers citing "SRFlow: Learning the Super-Resolution Space with Normalizing Flow"

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Title
Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution Zihang Liu Zhenyu Zhang Hao Tang 29 0 0 11 May 2025
Optimization of Module Transferability in Single Image Super-Resolution: Universality Assessment and Cycle Residual Blocks Haotong Cheng Zhiqi Zhang Hao Li X. Zhang SupR 49 0 0 06 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 72 0 0 25 Apr 2025
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement Samuel W. Remedios Shuwen Wei Shuo Han Jinwei Zhang A. Carass K. Schilling D. L. Pham Jerry L. Prince Blake E Dewey 48 0 0 14 Mar 2025
MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution X. Li Jianlong Wu Xinchuan Huang C. L. Philip Chen Weili Guan Xian-Sheng Hua Liqiang Nie DiffM 53 0 0 11 Mar 2025
$MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery$ MFSR: Multi-fractal Feature for Super-resolution Reconstruction with Fine Details Recovery Lianping Yang Peng Jiao Jinshan Pan Hegui Zhu Su Guo 41 0 0 27 Feb 2025
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 85 0 0 06 Feb 2025
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution Jiarui Yang Tao Dai Yufei Zhu Naiqi Li Jinmin Li Shutao Xia DiffM 76 0 0 21 Dec 2024
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 89 0 0 28 Nov 2024
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior Li-Yuan Tsao Hao-Wei Chen Hao-Wei Chung Deqing Sun Chun-Yi Lee Kelvin Chan Ming Yang DiffM 76 3 0 27 Nov 2024
HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-Resolution S. Sami Md Golam Moula Mehedi Hasan J. Dawson Nasser M. Nasrabadi DiffM 71 0 0 20 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 31 0 0 08 Nov 2024
Fingerprints of Super Resolution Networks Jeremy Vonderfecht Feng Liu 26 1 0 29 Oct 2024
A Flow-based Truncated Denoising Diffusion Model for Super-resolution Magnetic Resonance Spectroscopic Imaging Siyuan Dong Zhuotong Cai G. Hangel W. Bogner G. Widhalm ... Amit Mahajan Amin Karbasi J. Onofrey Robin A. de Graaf James S. Duncan DiffM MedIm 31 11 0 25 Oct 2024
Advancing Super-Resolution in Neural Radiance Fields via Variational Diffusion Strategies Shrey Vishen Jatin Sarabu Chinmay Bharathulwar Rithwick Lakshmanan Vishnu Srinivas Vishnu Srinivas 22 1 0 22 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 42 0 0 16 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 35 0 0 07 Oct 2024
IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding Pengcheng Li Xulong Zhang Jing Xiao Jianzong Wang 21 4 0 29 Sep 2024
Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing Seongmin Hong Jaehyeok Bae Jongho Lee S. Chun 21 0 0 18 Sep 2024
FIIH: Fully Invertible Image Hiding for Secure and Robust Lang Huang Lin Huo Zheng Gan Xinrong He 33 0 0 24 Jul 2024
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval Han Zhou Wei Dong Xiaohong Liu Shuaicheng Liu Xiongkuo Min Guangtao Zhai Jun Chen 64 12 0 17 Jul 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
Disentangled Motion Modeling for Video Frame Interpolation Jaihyun Lew Jooyoung Choi Chaehun Shin Dahuin Jung Sungroh Yoon VGen DiffM 39 1 0 25 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 37 16 0 11 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 32 8 0 09 Jun 2024
SuperGaussian: Repurposing Video Models for 3D Super Resolution Yuan Shen Duygu Ceylan Paul Guerrero Zexiang Xu Niloy J. Mitra Shenlong Wang Anna Frühstück 74 4 0 02 Jun 2024
Single image super-resolution based on trainable feature matching attention network Qizhou Chen Qing Shao SupR 54 17 0 29 May 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 42 2 0 24 May 2024
Frequency-Domain Refinement with Multiscale Diffusion for Super Resolution Xingjian Wang Li Chai Jiming Chen 26 1 0 16 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 39 4 0 11 May 2024
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution Yutao Yuan Chun Yuan DiffM 37 6 0 16 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 29 1 0 15 Apr 2024
Perception-Oriented Video Frame Interpolation via Asymmetric Blending Guangyang Wu Xin Tao Changlin Li Wenyi Wang Xiaohong Liu Qingqing Zheng 22 10 0 10 Apr 2024
Universal Functional Regression with Neural Operator Flows Yaozhong Shi Angela F. Gao Zachary E. Ross Kamyar Azizzadenesheli 37 3 0 03 Apr 2024
DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF Jie Long Lee Chen Li Gim Hee Lee 26 6 0 01 Apr 2024
Towards Image Ambient Lighting Normalization Florin-Alexandru Vasluianu Tim Seizinger Zongwei Wu Rakesh Ranjan Radu Timofte DiffM 46 2 0 27 Mar 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 0 0 26 Mar 2024
Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution Qingping Zheng Ling Zheng Yuanfan Guo Ying Li Songcen Xu Jiankang Deng Hang Xu 20 6 0 25 Mar 2024
Deep Generative Model based Rate-Distortion for Image Downscaling Assessment Yuanbang Liang Bhavesh Garg Paul L. Rosin Yipeng Qin EGVM 43 1 0 22 Mar 2024
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Jialu Sui Xianping Ma Xiaokang Zhang Man-On Pun DiffM 21 0 0 17 Mar 2024
Boosting Flow-based Generative Super-Resolution Models via Learned Prior Li-Yuan Tsao Yi-Chen Lo Chia-Che Chang Hao-Wei Chen Roy Tseng Chien Feng Chun-Yi Lee SupR 19 4 0 16 Mar 2024
Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models Pengze Zhang Hubery Yin Chen Li Xiaohua Xie 35 5 0 13 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 32 36 0 12 Mar 2024
Text-guided Explorable Image Super-resolution Kanchana Vaishnavi Gandikota Paramanand Chandramouli 40 7 0 02 Mar 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts Cansu Korkmaz A. Murat Tekalp Zafer Doğan 29 11 0 29 Feb 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Ziyu Yue Jiaxin Gao Sihan Xie Yang Liu Zhixun Su 20 1 0 29 Feb 2024
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview Alexander Auras Kanchana Vaishnavi Gandikota Hannah Droege Michael Moeller AAML 29 0 0 19 Feb 2024
Trustworthy SR: Resolving Ambiguity in Image Super-resolution via Diffusion Models and Human Feedback Cansu Korkmaz Ege Çirakman A. Murat Tekalp Zafer Do˘gan 21 0 0 12 Feb 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 25 127 0 24 Jan 2024
Deep Learning-based Image and Video Inpainting: A Survey Weize Quan Jiaxi Chen Yanli Liu Dong-Ming Yan Peter Wonka 3DV 37 34 0 07 Jan 2024