Cover Image

2-Shots in the Dark: Low-Light Denoising with Minimal Data Acquisition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lu, Liying, Achddou, Raphaël, Süsstrunk, Sabine
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dark Noise Diffusion: Noise Synthesis for Low-Light Image Denoising
by: Lu, Liying, et al.
Published: (2025)

VibrantLeaves: A principled parametric image generator for training deep restoration models
by: Achddou, Raphael, et al.
Published: (2025)

Color Constancy in Hyperspectral Imaging via Reduced Spectral Spaces
by: Vidarsson, G. Dofri, et al.
Published: (2026)

Hybrid Training of Denoising Networks to Improve the Texture Acutance of Digital Cameras
by: Achddou, Raphaël, et al.
Published: (2024)

CNNs for Style Transfer of Digital to Film Photography
by: Mackenzie, Pierre, et al.
Published: (2024)

FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing
by: Ren, Yufan, et al.
Published: (2025)

Emergent Dynamics in Neural Cellular Automata
by: Xu, Yitao, et al.
Published: (2024)

AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
by: Xu, Yitao, et al.
Published: (2024)

DSI2I: Dense Style for Unpaired Image-to-Image Translation
by: Ozaydin, Baran, et al.
Published: (2022)

Data Augmentation via Latent Diffusion for Saliency Prediction
by: Aydemir, Bahar, et al.
Published: (2024)

NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects
by: Wang, Dongqing, et al.
Published: (2023)

DarkShot: Lighting Dark Images with Low-Compute and High-Quality
by: Zheng, Jiazhang, et al.
Published: (2023)

InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields
by: Wang, Dongqing, et al.
Published: (2023)

Zooming into Comics: Region-Aware RL Improves Fine-Grained Comic Understanding in Vision-Language Models
by: Chen, Yule, et al.
Published: (2025)

TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction
by: Aydemir, Bahar, et al.
Published: (2023)

Canonical Latent Representations in Conditional Diffusion Models
by: Xu, Yitao, et al.
Published: (2025)

Enhancing Frequency Forgery Clues for Diffusion-Generated Image Detection
by: Zhang, Daichi, et al.
Published: (2025)

Multi-Scale Denoising in the Feature Space for Low-Light Instance Segmentation
by: Lin, Joanne, et al.
Published: (2024)

NoiseNCA: Noisy Seed Improves Spatio-Temporal Continuity of Neural Cellular Automata
by: Pajouheshgar, Ehsan, et al.
Published: (2024)

Neural Acquisition & Representation of Subsurface Scattering
by: Majumdar, Arjun, et al.
Published: (2026)

Zero-Shot Low Light Image Enhancement with Diffusion Prior
by: Cho, Joshua, et al.
Published: (2024)

Single-Stage Signal Attenuation Diffusion Model for Low-Light Image Enhancement and Denoising
by: Liu, Ying, et al.
Published: (2026)

Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image Retrieval
by: Tang, Yuanmin, et al.
Published: (2024)

Neural Particle Automata: Learning Self-Organizing Particle Dynamics
by: Kim, Hyunsoo, et al.
Published: (2026)

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments
by: Zeng, Longjian, et al.
Published: (2025)

ELVIS: Enhance Low-Light for Video Instance Segmentation in the Dark
by: Lin, Joanne, et al.
Published: (2025)

Text in the Dark: Extremely Low-Light Text Image Enhancement
by: Lin, Che-Tsung, et al.
Published: (2024)

Leveraging Hierarchical Image-Text Misalignment for Universal Fake Image Detection
by: Zhang, Daichi, et al.
Published: (2025)

Subtractive Modulative Network with Learnable Periodic Activations
by: Wang, Tiou, et al.
Published: (2026)

OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation
by: Ozaydin, Baran, et al.
Published: (2024)

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement
by: Yan, Qingsen, et al.
Published: (2025)

DarkVRAI: Capture-Condition Conditioning and Burst-Order Selective Scan for Low-light RAW Video Denoising
by: Oh, Youngjin, et al.
Published: (2025)

VGRP-Bench: Visual Grid Reasoning Puzzle Benchmark for Large Vision-Language Models
by: Ren, Yufan, et al.
Published: (2025)

Coherent and Multi-modality Image Inpainting via Latent Space Optimization
by: Pan, Lingzhi, et al.
Published: (2024)

Adaptive Multi-step Refinement Network for Robust Point Cloud Registration
by: Chen, Zhi, et al.
Published: (2023)

Zero-Shot Low-dose CT Denoising via Sinogram Flicking
by: Shi, Yongyi, et al.
Published: (2025)

Learning Physics-Informed Noise Models from Dark Frames for Low-Light Raw Image Denoising
by: Feng, Hansen, et al.
Published: (2023)

Denoising Diffusion Post-Processing for Low-Light Image Enhancement
by: Panagiotou, Savvas, et al.
Published: (2023)

Prototype Learning-Based Few-Shot Segmentation for Low-Light Crack on Concrete Structures
by: Guo, Yulun
Published: (2026)

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
by: Wu, Yanhao, et al.
Published: (2024)