Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement
Fuente:
arXiv
Saved in:
| Main Authors: | Lian, Wenyi, Lian, Wenjing, Luo, Ziwei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models
by: Jiang, Hai, et al.
Published: (2024)
by: Jiang, Hai, et al.
Published: (2024)
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement
by: He, Jinhong, et al.
Published: (2024)
by: He, Jinhong, et al.
Published: (2024)
Zero-Shot Low Light Image Enhancement with Diffusion Prior
by: Cho, Joshua, et al.
Published: (2024)
by: Cho, Joshua, et al.
Published: (2024)
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement
by: Kuang, Jin, et al.
Published: (2025)
by: Kuang, Jin, et al.
Published: (2025)
Structure-guided Diffusion Transformer for Low-Light Image Enhancement
by: Yin, Xiangchen, et al.
Published: (2025)
by: Yin, Xiangchen, et al.
Published: (2025)
Entropy-Driven Genetic Optimization for Deep-Feature-Guided Low-Light Image Enhancement
by: Datta, Nirjhor, et al.
Published: (2025)
by: Datta, Nirjhor, et al.
Published: (2025)
Single-Stage Signal Attenuation Diffusion Model for Low-Light Image Enhancement and Denoising
by: Liu, Ying, et al.
Published: (2026)
by: Liu, Ying, et al.
Published: (2026)
Diffusion-Based Low-Light Image Enhancement with Color and Luminance Priors
by: Fu, Xuanshuo, et al.
Published: (2026)
by: Fu, Xuanshuo, et al.
Published: (2026)
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors
by: Wang, Wenjing, et al.
Published: (2024)
by: Wang, Wenjing, et al.
Published: (2024)
SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement
by: Li, Hanting, et al.
Published: (2025)
by: Li, Hanting, et al.
Published: (2025)
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
by: Liu, Xiaoning, et al.
Published: (2024)
by: Liu, Xiaoning, et al.
Published: (2024)
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
by: Lian, Long, et al.
Published: (2023)
by: Lian, Long, et al.
Published: (2023)
Analytical-Heuristic Modeling and Optimization for Low-Light Image Enhancement
by: Martinez, Axel, et al.
Published: (2024)
by: Martinez, Axel, et al.
Published: (2024)
Latent Disentanglement for Low Light Image Enhancement
by: Zheng, Zhihao, et al.
Published: (2024)
by: Zheng, Zhihao, et al.
Published: (2024)
Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition
by: Xu, Xiaogang, et al.
Published: (2024)
by: Xu, Xiaogang, et al.
Published: (2024)
Low-Light Video Enhancement with An Effective Spatial-Temporal Decomposition Paradigm
by: Xu, Xiaogang, et al.
Published: (2026)
by: Xu, Xiaogang, et al.
Published: (2026)
Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning
by: Lian, Wenyi, et al.
Published: (2025)
by: Lian, Wenyi, et al.
Published: (2025)
Low Light Image Enhancement Challenge at NTIRE 2026
by: Ciubotariu, George, et al.
Published: (2026)
by: Ciubotariu, George, et al.
Published: (2026)
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement
by: Luo, Hao, et al.
Published: (2024)
by: Luo, Hao, et al.
Published: (2024)
Denoising Diffusion Post-Processing for Low-Light Image Enhancement
by: Panagiotou, Savvas, et al.
Published: (2023)
by: Panagiotou, Savvas, et al.
Published: (2023)
Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided Diffusion
by: He, Jinhong, et al.
Published: (2024)
by: He, Jinhong, et al.
Published: (2024)
Boosting Fidelity for Pre-Trained-Diffusion-Based Low-Light Image Enhancement via Condition Refinement
by: Xu, Xiaogang, et al.
Published: (2025)
by: Xu, Xiaogang, et al.
Published: (2025)
LightQANet: Quantized and Adaptive Feature Learning for Low-Light Image Enhancement
by: Wu, Xu, et al.
Published: (2025)
by: Wu, Xu, et al.
Published: (2025)
DreamDrone: Text-to-Image Diffusion Models are Zero-shot Perpetual View Generators
by: Kong, Hanyang, et al.
Published: (2023)
by: Kong, Hanyang, et al.
Published: (2023)
Low-Light Image Enhancement via Generative Perceptual Priors
by: Zhou, Han, et al.
Published: (2024)
by: Zhou, Han, et al.
Published: (2024)
Text in the Dark: Extremely Low-Light Text Image Enhancement
by: Lin, Che-Tsung, et al.
Published: (2024)
by: Lin, Che-Tsung, et al.
Published: (2024)
ModalFormer: Multimodal Transformer for Low-Light Image Enhancement
by: Brateanu, Alexandru, et al.
Published: (2025)
by: Brateanu, Alexandru, et al.
Published: (2025)
SurroundNet: Towards Effective Low-Light Image Enhancement
by: Zhou, Fei, et al.
Published: (2021)
by: Zhou, Fei, et al.
Published: (2021)
CWNet: Causal Wavelet Network for Low-Light Image Enhancement
by: Zhang, Tongshun, et al.
Published: (2025)
by: Zhang, Tongshun, et al.
Published: (2025)
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement
by: Li, Yi, et al.
Published: (2025)
by: Li, Yi, et al.
Published: (2025)
LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion
by: Chen, Tong, et al.
Published: (2024)
by: Chen, Tong, et al.
Published: (2024)
BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement
by: Zhang, Tongshun, et al.
Published: (2025)
by: Zhang, Tongshun, et al.
Published: (2025)
Bidirectional Image-Event Guided Fusion Framework for Low-Light Image Enhancement
by: Liu, Zhanwen, et al.
Published: (2025)
by: Liu, Zhanwen, et al.
Published: (2025)
ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
by: Hu, Xiwei, et al.
Published: (2024)
by: Hu, Xiwei, et al.
Published: (2024)
Deep Joint Unrolling for Deblurring and Low-Light Image Enhancement (JUDE)
by: Vo, Tu, et al.
Published: (2024)
by: Vo, Tu, et al.
Published: (2024)
Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement
by: Zhou, Kun, et al.
Published: (2024)
by: Zhou, Kun, et al.
Published: (2024)
Towards Lightest Low-Light Image Enhancement Architecture for Mobile Devices
by: Bai, Guangrui, et al.
Published: (2025)
by: Bai, Guangrui, et al.
Published: (2025)
PixIE: Prompted Pixel-Space Low-Light Image Enhancement
by: Lin, Ruirui, et al.
Published: (2026)
by: Lin, Ruirui, et al.
Published: (2026)
CIVQLLIE: Causal Intervention with Vector Quantization for Low-Light Image Enhancement
by: Zhang, Tongshun, et al.
Published: (2025)
by: Zhang, Tongshun, et al.
Published: (2025)
HiLLIE: Human-in-the-Loop Training for Low-Light Image Enhancement
by: Zhao, Xiaorui, et al.
Published: (2025)
by: Zhao, Xiaorui, et al.
Published: (2025)
Similar Items
-
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models
by: Jiang, Hai, et al.
Published: (2024) -
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement
by: He, Jinhong, et al.
Published: (2024) -
Zero-Shot Low Light Image Enhancement with Diffusion Prior
by: Cho, Joshua, et al.
Published: (2024) -
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement
by: Kuang, Jin, et al.
Published: (2025) -
Structure-guided Diffusion Transformer for Low-Light Image Enhancement
by: Yin, Xiangchen, et al.
Published: (2025)