Does Diffusion Beat GAN in Image Super Resolution?
Fuente:
arXiv
Saved in:
| Main Authors: | Kuznedelev, Denis, Startsev, Valerii, Shlenskii, Daniil, Kastryulin, Sergey |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Wavelet Diffusion GAN for Image Super-Resolution
by: Aloisi, Lorenzo, et al.
Published: (2024)
by: Aloisi, Lorenzo, et al.
Published: (2024)
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
by: Khan, Fadeel Sher, et al.
Published: (2025)
by: Khan, Fadeel Sher, et al.
Published: (2025)
IG-CFAT: An Improved GAN-Based Framework for Effectively Exploiting Transformers in Real-World Image Super-Resolution
by: Aghelan, Alireza, et al.
Published: (2024)
by: Aghelan, Alireza, et al.
Published: (2024)
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN
by: Zhang, Weiwen, et al.
Published: (2023)
by: Zhang, Weiwen, et al.
Published: (2023)
SupResDiffGAN a new approach for the Super-Resolution task
by: Kopeć, Dawid, et al.
Published: (2025)
by: Kopeć, Dawid, et al.
Published: (2025)
High-Resolution Reference Image Assisted Volumetric Super-Resolution of Cardiac Diffusion Weighted Imaging
by: Wu, Yinzhe, et al.
Published: (2023)
by: Wu, Yinzhe, et al.
Published: (2023)
Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)
by: Chen, Bin, et al.
Published: (2024)
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
by: Zhang, Leheng, et al.
Published: (2025)
by: Zhang, Leheng, et al.
Published: (2025)
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution
by: Liu, Jianjun, et al.
Published: (2023)
by: Liu, Jianjun, et al.
Published: (2023)
3D Volumetric Super-Resolution in Radiology Using 3D RRDB-GAN
by: Ha, Juhyung, et al.
Published: (2024)
by: Ha, Juhyung, et al.
Published: (2024)
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
by: Wu, Rongyuan, et al.
Published: (2024)
by: Wu, Rongyuan, et al.
Published: (2024)
Iterative Network for Image Super-Resolution
by: Liu, Yuqing, et al.
Published: (2020)
by: Liu, Yuqing, et al.
Published: (2020)
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
by: Liu, Qingguo, et al.
Published: (2024)
by: Liu, Qingguo, et al.
Published: (2024)
Frequency-Domain Refinement with Multiscale Diffusion for Super Resolution
by: Wang, Xingjian, et al.
Published: (2024)
by: Wang, Xingjian, et al.
Published: (2024)
Image Super-Resolution Using T-Tetromino Pixels
by: Grosche, Simon, et al.
Published: (2021)
by: Grosche, Simon, et al.
Published: (2021)
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images
by: Wu, Hanlin, et al.
Published: (2024)
by: Wu, Hanlin, et al.
Published: (2024)
OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model
by: Li, Runyi, et al.
Published: (2024)
by: Li, Runyi, et al.
Published: (2024)
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
by: Sui, Jialu, et al.
Published: (2024)
by: Sui, Jialu, et al.
Published: (2024)
Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion Model
by: Xu, Yushen, et al.
Published: (2024)
by: Xu, Yushen, et al.
Published: (2024)
Taming Stable Diffusion for Computed Tomography Blind Super-Resolution
by: Li, Chunlei, et al.
Published: (2025)
by: Li, Chunlei, et al.
Published: (2025)
DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution
by: Zhou, Yuanbo, et al.
Published: (2024)
by: Zhou, Yuanbo, et al.
Published: (2024)
Exploiting Self-Supervised Constraints in Image Super-Resolution
by: Wu, Gang, et al.
Published: (2024)
by: Wu, Gang, et al.
Published: (2024)
Auto-Encoded Supervision for Perceptual Image Super-Resolution
by: Lee, MinKyu, et al.
Published: (2024)
by: Lee, MinKyu, et al.
Published: (2024)
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution
by: Zhou, Shuangfan, et al.
Published: (2025)
by: Zhou, Shuangfan, et al.
Published: (2025)
Learning the Degradation Distribution for Blind Image Super-Resolution
by: Luo, Zhengxiong, et al.
Published: (2022)
by: Luo, Zhengxiong, et al.
Published: (2022)
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution
by: Ito, Ru, et al.
Published: (2025)
by: Ito, Ru, et al.
Published: (2025)
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation
by: Xie, Rui, et al.
Published: (2024)
by: Xie, Rui, et al.
Published: (2024)
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution
by: Lin, Junxiong, et al.
Published: (2024)
by: Lin, Junxiong, et al.
Published: (2024)
Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution
by: Zheng, Qingping, et al.
Published: (2024)
by: Zheng, Qingping, et al.
Published: (2024)
Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Resolution
by: Sun, Lingchen, et al.
Published: (2023)
by: Sun, Lingchen, et al.
Published: (2023)
SeD: Semantic-Aware Discriminator for Image Super-Resolution
by: Li, Bingchen, et al.
Published: (2024)
by: Li, Bingchen, et al.
Published: (2024)
FIPER: Factorized Features for Robust Image Super-Resolution and Compression
by: Sun, Yang-Che, et al.
Published: (2024)
by: Sun, Yang-Che, et al.
Published: (2024)
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution
by: Yang, Cuixin, et al.
Published: (2024)
by: Yang, Cuixin, et al.
Published: (2024)
LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution
by: Qin, Feiwei, et al.
Published: (2024)
by: Qin, Feiwei, et al.
Published: (2024)
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution
by: Jiang, Yuxuan, et al.
Published: (2024)
by: Jiang, Yuxuan, et al.
Published: (2024)
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
by: Hong, Cheeun, et al.
Published: (2023)
by: Hong, Cheeun, et al.
Published: (2023)
Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution
by: Liu, Yuqing, et al.
Published: (2022)
by: Liu, Yuqing, et al.
Published: (2022)
Texture and Noise Dual Adaptation for Infrared Image Super-Resolution
by: Huang, Yongsong, et al.
Published: (2023)
by: Huang, Yongsong, et al.
Published: (2023)
Dual-domain Modulation Network for Lightweight Image Super-Resolution
by: Li, Wenjie, et al.
Published: (2025)
by: Li, Wenjie, et al.
Published: (2025)
Multi-scale Attention Network for Single Image Super-Resolution
by: Wang, Yan, et al.
Published: (2022)
by: Wang, Yan, et al.
Published: (2022)
Similar Items
-
A Wavelet Diffusion GAN for Image Super-Resolution
by: Aloisi, Lorenzo, et al.
Published: (2024) -
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
by: Khan, Fadeel Sher, et al.
Published: (2025) -
IG-CFAT: An Improved GAN-Based Framework for Effectively Exploiting Transformers in Real-World Image Super-Resolution
by: Aghelan, Alireza, et al.
Published: (2024) -
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN
by: Zhang, Weiwen, et al.
Published: (2023) -
SupResDiffGAN a new approach for the Super-Resolution task
by: Kopeć, Dawid, et al.
Published: (2025)