DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution
Fuente:
arXiv
Saved in:
| Main Authors: | Cai, Miaomiao, Li, Simiao, Li, Wei, Huang, Xudong, Chen, Hanting, Hu, Jie, Wang, Yunhe |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought
by: Qiao, Junbo, et al.
Published: (2025)
by: Qiao, Junbo, et al.
Published: (2025)
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
by: Li, Simiao, et al.
Published: (2024)
by: Li, Simiao, et al.
Published: (2024)
Data Upcycling Knowledge Distillation for Image Super-Resolution
by: Zhang, Yun, et al.
Published: (2023)
by: Zhang, Yun, et al.
Published: (2023)
DP$^2$O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution
by: Wu, Rongyuan, et al.
Published: (2025)
by: Wu, Rongyuan, et al.
Published: (2025)
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization
by: Chen, Yirui, et al.
Published: (2024)
by: Chen, Yirui, et al.
Published: (2024)
Autoregressive Image Generation with Vision Full-view Prompt
by: Cai, Miaomiao, et al.
Published: (2025)
by: Cai, Miaomiao, et al.
Published: (2025)
Allo{SR}$^2$: Rectifying One-Step Super-Resolution to Stay Real via Allomorphic Generative Flows
by: Wang, Zihan, et al.
Published: (2026)
by: Wang, Zihan, et al.
Published: (2026)
Distilling Semantic Priors from SAM to Efficient Image Restoration Models
by: Zhang, Quan, et al.
Published: (2024)
by: Zhang, Quan, et al.
Published: (2024)
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
by: Wu, Rongyuan, et al.
Published: (2023)
by: Wu, Rongyuan, et al.
Published: (2023)
One-Step Diffusion-based Real-World Image Super-Resolution with Visual Perception Distillation
by: Wu, Xue, et al.
Published: (2025)
by: Wu, Xue, et al.
Published: (2025)
MegaSR: Mining Customized Semantics and Expressive Guidance for Real-World Image Super-Resolution
by: Li, Xinrui, et al.
Published: (2025)
by: Li, Xinrui, et al.
Published: (2025)
CasSR: Activating Image Power for Real-World Image Super-Resolution
by: Chen, Haolan, et al.
Published: (2024)
by: Chen, Haolan, et al.
Published: (2024)
GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution
by: Yi, Qiaosi, et al.
Published: (2026)
by: Yi, Qiaosi, et al.
Published: (2026)
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions
by: Tu, Zhijun, et al.
Published: (2024)
by: Tu, Zhijun, et al.
Published: (2024)
Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)
by: Chen, Bin, et al.
Published: (2024)
SRSR: Enhancing Semantic Accuracy in Real-World Image Super-Resolution with Spatially Re-Focused Text-Conditioning
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
OS-DiffVSR: Towards One-step Latent Diffusion Model for High-detailed Real-world Video Super-Resolution
by: Li, Hanting, et al.
Published: (2025)
by: Li, Hanting, et al.
Published: (2025)
StructSR: Refuse Spurious Details in Real-World Image Super-Resolution
by: Li, Yachao, et al.
Published: (2025)
by: Li, Yachao, et al.
Published: (2025)
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution
by: Xiao, Jiahua, et al.
Published: (2024)
by: Xiao, Jiahua, et al.
Published: (2024)
Degradation-Aware and Structure-Preserving Diffusion for Real-World Image Super-Resolution
by: Ji, Yang, et al.
Published: (2026)
by: Ji, Yang, et al.
Published: (2026)
EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution
by: Xie, Haizhen, et al.
Published: (2025)
by: Xie, Haizhen, et al.
Published: (2025)
LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Flow-Based Real-World Super-Resolution
by: Fei, Song, et al.
Published: (2026)
by: Fei, Song, et al.
Published: (2026)
Bird-SR: Bidirectional Reward-Guided Diffusion for Real-World Image Super-Resolution
by: Fan, Zihao, et al.
Published: (2026)
by: Fan, Zihao, et al.
Published: (2026)
Exploiting Diffusion Prior for Real-World Image Super-Resolution
by: Wang, Jianyi, et al.
Published: (2023)
by: Wang, Jianyi, et al.
Published: (2023)
OARS: Process-Aware Online Alignment for Generative Real-World Image Super-Resolution
by: Zhao, Shijie, et al.
Published: (2026)
by: Zhao, Shijie, et al.
Published: (2026)
One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution
by: Fang, Yushun, et al.
Published: (2025)
by: Fang, Yushun, et al.
Published: (2025)
Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution
by: He, Xiao, et al.
Published: (2025)
by: He, Xiao, et al.
Published: (2025)
VICR: Visual In-Context Restoration for Real-World Image Super-Resolution
by: Zhang, Qichang, et al.
Published: (2026)
by: Zhang, Qichang, et al.
Published: (2026)
Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
by: Chen, Bin, et al.
Published: (2026)
by: Chen, Bin, et al.
Published: (2026)
Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution
by: Li, Zhiheng, et al.
Published: (2024)
by: Li, Zhiheng, et al.
Published: (2024)
ControlSR: Taming Diffusion Models for Consistent Real-World Image Super Resolution
by: Wan, Yuhao, et al.
Published: (2024)
by: Wan, Yuhao, et al.
Published: (2024)
TinySR: Pruning Diffusion for Real-World Image Super-Resolution
by: Dong, Linwei, et al.
Published: (2025)
by: Dong, Linwei, et al.
Published: (2025)
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution
by: Li, Runyi, et al.
Published: (2025)
by: Li, Runyi, et al.
Published: (2025)
VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution
by: Zhu, Yixuan, et al.
Published: (2026)
by: Zhu, Yixuan, et al.
Published: (2026)
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution
by: Zhang, Wenlong, et al.
Published: (2023)
by: Zhang, Wenlong, et al.
Published: (2023)
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution
by: Duan, Zheng-Peng, et al.
Published: (2025)
by: Duan, Zheng-Peng, et al.
Published: (2025)
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers
by: Tian, Yuchuan, et al.
Published: (2024)
by: Tian, Yuchuan, et al.
Published: (2024)
Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models
by: Wei, Hongyang, et al.
Published: (2025)
by: Wei, Hongyang, et al.
Published: (2025)
Taming Real-World Space-Time Video Super-Resolution with One-Step Diffusion
by: Wei, Shuoyan, et al.
Published: (2026)
by: Wei, Shuoyan, et al.
Published: (2026)
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution
by: Jiang, Aiwen, et al.
Published: (2024)
by: Jiang, Aiwen, et al.
Published: (2024)
Similar Items
-
RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought
by: Qiao, Junbo, et al.
Published: (2025) -
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
by: Li, Simiao, et al.
Published: (2024) -
Data Upcycling Knowledge Distillation for Image Super-Resolution
by: Zhang, Yun, et al.
Published: (2023) -
DP$^2$O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution
by: Wu, Rongyuan, et al.
Published: (2025) -
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization
by: Chen, Yirui, et al.
Published: (2024)