FlowLUT: Efficient Image Enhancement via Differentiable LUTs and Iterative Flow Matching
Fuente:
arXiv
Saved in:
| Main Authors: | Hu, Liubing, Wu, Chen, Wang, Anrui, Lu, Dianjie, Zhang, Guijuan, Zheng, Zhuoran |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance
by: Sun, Shuning, et al.
Published: (2025)
by: Sun, Shuning, et al.
Published: (2025)
4KDehazeFlow: Ultra-High-Definition Image Dehazing via Flow Matching
by: Chen, Xingchi, et al.
Published: (2025)
by: Chen, Xingchi, et al.
Published: (2025)
DCA-LUT: Deep Chromatic Alignment with 5D LUT for Purple Fringing Removal
by: Lu, Jialang, et al.
Published: (2025)
by: Lu, Jialang, et al.
Published: (2025)
UHD Image Deblurring via Autoregressive Flow with Ill-conditioned Constraints
by: Xin, Yucheng, et al.
Published: (2026)
by: Xin, Yucheng, et al.
Published: (2026)
AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent
by: Wang, Pu, et al.
Published: (2025)
by: Wang, Pu, et al.
Published: (2025)
CAST-LUT: Tokenizer-Guided HSV Look-Up Tables for Purple Flare Removal
by: Wang, Pu, et al.
Published: (2025)
by: Wang, Pu, et al.
Published: (2025)
Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers
by: Jiang, Kuai, et al.
Published: (2026)
by: Jiang, Kuai, et al.
Published: (2026)
DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
by: Sun, Shuning, et al.
Published: (2025)
by: Sun, Shuning, et al.
Published: (2025)
Foggy Crowd Counting: Combining Physical Priors and KAN-Graph
by: Wang, Yuhao, et al.
Published: (2025)
by: Wang, Yuhao, et al.
Published: (2025)
Hazy Pedestrian Trajectory Prediction via Physical Priors and Graph-Mamba
by: Chen, Jian, et al.
Published: (2025)
by: Chen, Jian, et al.
Published: (2025)
6thGrid-Net: Unified Remote Sensing Image Dehazing Based on Color Restoration and Edge-Preserving
by: Bai, Runci, et al.
Published: (2026)
by: Bai, Runci, et al.
Published: (2026)
UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache
by: Wang, Pu, et al.
Published: (2025)
by: Wang, Pu, et al.
Published: (2025)
UHD Low-Light Image Enhancement via Real-Time Enhancement Methods with Clifford Information Fusion
by: Wang, Xiaohan, et al.
Published: (2026)
by: Wang, Xiaohan, et al.
Published: (2026)
SSPFormer: Self-Supervised Pretrained Transformer for MRI Images
by: Li, Jingkai, et al.
Published: (2026)
by: Li, Jingkai, et al.
Published: (2026)
Unifying VLM-Guided Flow Matching and Spectral Anomaly Detection for Interpretable Veterinary Diagnosis
by: Wang, Pu, et al.
Published: (2026)
by: Wang, Pu, et al.
Published: (2026)
RPBA-Net: An Interpretable Residual Pyramid Bilateral Affine Network for RAW-Domain ISP Enhancement
by: Xin, Yucheng, et al.
Published: (2026)
by: Xin, Yucheng, et al.
Published: (2026)
UHD-GPGNet: UHD Video Denoising via Gaussian-Process-Guided Local Spatio-Temporal Modeling
by: He, Weiyuan, et al.
Published: (2026)
by: He, Weiyuan, et al.
Published: (2026)
Multi-Exposure Image Fusion via Distilled 3D LUT Grid with Editable Mode
by: Su, Xin, et al.
Published: (2024)
by: Su, Xin, et al.
Published: (2024)
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration
by: Wu, Chen, et al.
Published: (2024)
by: Wu, Chen, et al.
Published: (2024)
LiBrA-Net: Lie-Algebraic Bilateral Affine Fields for Real-Time 4K Video Dehazing
by: Wang, Yongcong, et al.
Published: (2026)
by: Wang, Yongcong, et al.
Published: (2026)
A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory
by: Hu, Liubing, et al.
Published: (2025)
by: Hu, Liubing, et al.
Published: (2025)
FlowIE: Efficient Image Enhancement via Rectified Flow
by: Zhu, Yixuan, et al.
Published: (2024)
by: Zhu, Yixuan, et al.
Published: (2024)
MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
by: Chen, Zhi, et al.
Published: (2026)
by: Chen, Zhi, et al.
Published: (2026)
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables
by: Li, Jiacheng, et al.
Published: (2023)
by: Li, Jiacheng, et al.
Published: (2023)
FAIL: Flow Matching Adversarial Imitation Learning for Image Generation
by: Ma, Yeyao, et al.
Published: (2026)
by: Ma, Yeyao, et al.
Published: (2026)
TSFormer: A Robust Framework for Efficient UHD Image Restoration
by: Su, Xin, et al.
Published: (2024)
by: Su, Xin, et al.
Published: (2024)
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
by: Zhang, Yasi, et al.
Published: (2024)
by: Zhang, Yasi, et al.
Published: (2024)
DFM-VLA: Iterative Action Refinement for Robot Manipulation via Discrete Flow Matching
by: Chen, Jiayi, et al.
Published: (2026)
by: Chen, Jiayi, et al.
Published: (2026)
Defense against Unauthorized Distillation in Image Restoration via Feature Space Perturbation
by: Hu, Han, et al.
Published: (2025)
by: Hu, Han, et al.
Published: (2025)
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching
by: Huang, Jiahui, et al.
Published: (2026)
by: Huang, Jiahui, et al.
Published: (2026)
RadioFlow: Efficient Radio Map Construction Framework with Flow Matching
by: Jia, Haozhe, et al.
Published: (2025)
by: Jia, Haozhe, et al.
Published: (2025)
VAMamba: An Efficient Visual Adaptive Mamba for Image Restoration
by: Hu, Han, et al.
Published: (2025)
by: Hu, Han, et al.
Published: (2025)
U-shaped Vision Mamba for Single Image Dehazing
by: Zheng, Zhuoran, et al.
Published: (2024)
by: Zheng, Zhuoran, et al.
Published: (2024)
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
by: Cai, Zhongnan, et al.
Published: (2025)
by: Cai, Zhongnan, et al.
Published: (2025)
AttentionLut: Attention Fusion-based Canonical Polyadic LUT for Real-time Image Enhancement
by: Fu, Kang, et al.
Published: (2024)
by: Fu, Kang, et al.
Published: (2024)
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables
by: Yang, Sidi, et al.
Published: (2025)
by: Yang, Sidi, et al.
Published: (2025)
SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
by: Ge, Xingtong, et al.
Published: (2025)
by: Ge, Xingtong, et al.
Published: (2025)
Efficient Dataset Distillation for Pre-Trained Self-Supervised Models via Statistical Flow Matching
by: Xia, Qianxin, et al.
Published: (2026)
by: Xia, Qianxin, et al.
Published: (2026)
Distribution-aware Dataset Distillation for Efficient Image Restoration
by: Zheng, Zhuoran, et al.
Published: (2025)
by: Zheng, Zhuoran, et al.
Published: (2025)
RenderFlow: Single-Step Neural Rendering via Flow Matching
by: Zhang, Shenghao, et al.
Published: (2026)
by: Zhang, Shenghao, et al.
Published: (2026)
Similar Items
-
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance
by: Sun, Shuning, et al.
Published: (2025) -
4KDehazeFlow: Ultra-High-Definition Image Dehazing via Flow Matching
by: Chen, Xingchi, et al.
Published: (2025) -
DCA-LUT: Deep Chromatic Alignment with 5D LUT for Purple Fringing Removal
by: Lu, Jialang, et al.
Published: (2025) -
UHD Image Deblurring via Autoregressive Flow with Ill-conditioned Constraints
by: Xin, Yucheng, et al.
Published: (2026) -
AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent
by: Wang, Pu, et al.
Published: (2025)