2023 papers.md

2023 Papers

Here is a list of research papers published in 2023 related to image and video deblurring:

Venue	Paper	Link
ICML	GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration	GibbsDDRM
IJCV	Blind Image Deblurring with Unknown Kernel Size and Substantial Noise	Blind Image Deblurring
TIP	INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions	INFWIDE
AAAI	Real-World Deep Local Motion Deblurring	ReLoBlur
ICCV	Multi-scale Residual Low-Pass Filter Network for Image Deblurring	-
TCSVT	Multi-Scale Frequency Separation Network for Image Deblurring	MSFS-Net
ICML	IRNeXt: Rethinking Convolutional Network Design for Image Restoration	IRNeXt
CVPR	Structured Kernel Estimation for Photon-Limited Deconvolution	structured-kernel-cvpr23
CVPR	Blur Interpolation Transformer for Real-World Motion from Blur	BiT
CVPR	Neumann Network with Recursive Kernels for Single Image Defocus Deblurring	NRKNet
CVPR	Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring	FFTformer
CVPR	Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur	HybridNeuralRendering
CVPR	Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring	UFPDeblur
CVPR	Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior	UAUDeblur
CVPR	K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring	-
CVPR	Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization	-
CVPR	HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering	HyperCUT
CVPR	Deep Discriminative Spatial and Temporal Network for Efficient Video Deblurring	DSTNet
AAAI	Dual-Domain Attention for Image Deblurring	DDANet
AAAI	Real-World Deep Local Motion Deblurring	ReLoBlur
AAAI	Learning Single Image Defocus Deblurring with Misaligned Training Pairs	JDRL
AAAI	Intriguing Findings of Frequency Selection for Image Deblurring	DeepRFT
AAAI	Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild	-
ICCV	Multiscale Structure Guided Diffusion for Image Deblurring	-
ICCV	Single Image Defocus Deblurring via Implicit Neural Inverse Kernels	INIKNet
ICCV	Single Image Deblurring with Row-dependent Blur Magnitude	RSS-T
ICCV	Non-Coaxial Event-Guided Motion Deblurring with Spatial Alignment	-
ICCV	Generalizing Event-Based Motion Deblurring in Real-World Scenarios	GEM
ICCV	Exploring Temporal Frequency Spectrum in Deep Video Deblurring	-
NeurIPS	Hierarchical Integration Diffusion Model for Realistic Image Deblurring	HI-Diff
NeurIPS	Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams	-