Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling

11 August 2021

Luc Van Gool

Radu Timofte

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Papers citing "Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling"

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Title
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
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 33 0 0 08 Nov 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 33 11 0 25 Oct 2024
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach Sha Guo Zhuo Chen Yang Zhao Ning Zhang X. Li Lingyu Duan DiffM 56 2 0 08 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 40 0 0 07 Oct 2024
Approximately Invertible Neural Network for Learned Image Compression Yanbo Gao Meng Fu Shuai Li Chong Lv Xun Cai Hui Yuan Mao Ye 21 0 0 30 Aug 2024
Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution Wenting Chen Jie Liu Tommy W. S. Chow Yixuan Yuan 39 4 0 26 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 34 9 0 09 Jun 2024
ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata MoE AI4CE 36 2 0 02 Jun 2024
Frequency-Domain Refinement with Multiscale Diffusion for Super Resolution Xingjian Wang Li Chai Jiming Chen 34 1 0 16 May 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 47 4 0 11 May 2024
Invertible Residual Rescaling Models Jinmin Li Tao Dai Yaohua Zha Yilu Luo Longfei Lu Bin Chen Zhi Wang Shu-Tao Xia Jingyun Zhang SupR 39 3 0 05 May 2024
Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling Jinmin Li Tao Dai Jingyun Zhang Kang Liu Jun Wang Shaoming Wang Shu-Tao Xia Rizen Guo 39 2 0 05 May 2024
ResVR: Joint Rescaling and Viewport Rendering of Omnidirectional Images Weiqi Li Shijie Zhao Bin Chen Xinhua Cheng Junli Li Li Zhang Jian Zhang 34 3 0 25 Apr 2024
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution Yutao Yuan Chun Yuan DiffM 37 6 0 16 Apr 2024
DiSR-NeRF: Diffusion-Guided View-Consistent Super-Resolution NeRF Jie Long Lee Chen Li Gim Hee Lee 28 6 0 01 Apr 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
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 21 4 0 16 Mar 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 40 6 0 27 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
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 16 2 0 11 Jan 2024
DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou Tianyu Ding Tianyi Chen Jiachen Jiang Ilya Zharkov Zhihui Zhu Luming Liang 23 7 0 30 Nov 2023
Learning Many-to-Many Mapping for Unpaired Real-World Image Super-resolution and Downscaling Wanjie Sun Zhenzhong Chen SupR 33 0 0 08 Oct 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel DiffM 32 3 0 15 Aug 2023
PSRFlow: Probabilistic Super Resolution with Flow-Based Models for Scientific Data Jingyi Shen Hang Shen 23 5 0 08 Aug 2023
Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications Peter Tu Zhaoyuan Yang Richard I. Hartley Zhiwei Xu Jing Zhang Yiwei Fu Dylan Campbell Jaskirat Singh Tianyu Wang DiffM 30 2 0 06 Jul 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 22 19 0 03 Jul 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 29 16 0 23 May 2023
MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation Yiheng Zhu Zhenqiu Ouyang Ben Liao Jialun Wu YiXuan Wu Chang-Yu Hsieh Tingjun Hou Jian Wu AI4CE 26 5 0 15 May 2023
Low-field magnetic resonance image enhancement via stochastic image quality transfer Hongxiang Lin Matteo Figini F. D’Arco G. Ogbole Ryutaro Tanno ... D. Carmichael I. Lagunju J. Cross D. Fernández-Reyes Daniel C. Alexander 37 20 0 26 Apr 2023
Real-time 6K Image Rescaling with Rate-distortion Optimization Chenyang Qi Xin Yang Ka Leong Cheng Ying-Cong Chen Qifeng Chen 26 9 0 03 Apr 2023
Implicit Diffusion Models for Continuous Super-Resolution Sicheng Gao Xuhui Liu Bo-Wen Zeng Sheng Xu Yanjing Li Xiaonan Luo Jianzhuang Liu Xiantong Zhen Baochang Zhang DiffM 45 217 0 29 Mar 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang Zhengyang Shan Guangxing Liu LunQian Wang XingHua Wang Zekai Zhang Jingling Zhang DiffM 42 82 0 15 Mar 2023
Raising The Limit Of Image Rescaling Using Auxiliary Encoding Chenzhong Yin Zhihong Pan Xiaoxia Zhou Le Kang P. Bogdan 26 1 0 12 Mar 2023
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution Jiemei Yao Li-Yuan Tsao Yi-Chen Lo Roy Tseng Chia-Che Chang Chun-Yi Lee SupR 17 34 0 09 Mar 2023
Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling Jinhai Yang Mengxi Guo Shijie Zhao Junlin Li Li Zhang 26 4 0 04 Mar 2023
CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution Axi Niu Kang Zhang T. Pham Jinqiu Sun Yu Zhu In So Kweon Yanning Zhang DiffM 16 20 0 14 Feb 2023
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution Jiezhang Cao Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Kaixuan Zhang Yulun Zhang Radu Timofte Luc Van Gool SupR 24 50 0 08 Dec 2022
On the Robustness of Normalizing Flows for Inverse Problems in Imaging Seongmin Hong I. Park S. Chun 30 7 0 08 Dec 2022
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images Bing Xu Yong Guo Luo Jiang Mianjie Yu Jian Chen 26 13 0 19 Nov 2022
Super-resolution Reconstruction of Single Image for Latent features Xin Wang Jingkai Yan Jingyong Cai Jiankang Deng Qin Qin Yao Cheng DiffM 32 8 0 16 Nov 2022
Self Supervised Low Dose Computed Tomography Image Denoising Using Invertible Network Exploiting Inter Slice Congruence Sutanu Bera P. Biswas 21 5 0 03 Nov 2022
How Image Generation Helps Visible-to-Infrared Person Re-Identification? Honghu Pan Yongyong Chen Yunqing He Xin Li Zhenyu He 12 2 0 04 Oct 2022
Effective Invertible Arbitrary Image Rescaling Zhihong Pan Baopu Li Dongliang He Wenhao Wu Errui Ding SupR 30 5 0 26 Sep 2022
Reference-based Image Super-Resolution with Deformable Attention Transformer Jiezhang Cao Jingyun Liang Kaixuan Zhang Yawei Li Yulun Zhang Wenguan Wang Luc Van Goo 52 56 0 25 Jul 2022
Enhancing Image Rescaling using Dual Latent Variables in Invertible Neural Network Min Zhang Zhihong Pan Xiaoxia Zhou C.-C. Jay Kuo 30 6 0 24 Jul 2022
Flow-based Visual Quality Enhancer for Super-resolution Magnetic Resonance Spectroscopic Imaging Siyuan Dong G. Hangel Eric Z. Chen Shanhui Sun W. Bogner G. Widhalm Chenyu You J. Onofrey Robin A. de Graaf James S. Duncan MedIm 19 5 0 20 Jul 2022
Non-Uniform Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb Christian Etmann DiffM 12 15 0 20 Jul 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Jingyun Liang Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jiezhang Cao Kaixuan Zhang Radu Timofte Luc Van Gool 39 152 0 05 Jun 2022
PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization Fabian Altekrüger Alexander Denker Paul Hagemann J. Hertrich Peter Maass Gabriele Steidl MedIm 16 24 0 24 May 2022