Awesome
Awesome-NeurIPS2023-Low-Level-Vision
A Collection of Papers and Codes in NeurIPS2023 related to Low-Level Vision
Related collections for low-level vision
- Awesome-NeurIPS2021-Low-Level-Vision
- Awesome-NeurIPS2022-Low-Level-Vision
- Awesome-ICCV2023/2021-Low-Level-Vision
- Awesome-CVPR2023/2022-Low-Level-Vision
- Awesome-ECCV2022-Low-Level-Vision
- Awesome-AAAI2022-Low-Level-Vision
- Awesome-CVPR2021/2020-Low-Level-Vision
- Awesome-ECCV2020-Low-Level-Vision
Overview
<a name="ImageRetoration"></a>
Image Restoration
Training Your Image Restoration Network Better with Random Weight Network as Optimization Function
PromptIR: Prompting for All-in-One Blind Image Restoration
- Paper: https://arxiv.org/abs/2306.13090
- Code: https://github.com/va1shn9v/PromptIR
- Tags: All-in-One, Prompt
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance
- Paper: https://arxiv.org/abs/2309.10810
- Code: https://github.com/pq-yang/PGDiff
- Tags: Diffusion
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
- Paper: https://openreview.net/forum?id=nIaNgaQvsV
- Tags: Prompt
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
A Unified Conditional Framework for Diffusion-based Image Restoration
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration
- Paper: https://arxiv.org/abs/2306.02342
- Tags: Real
Video Restoration
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements
<a name="SuperResolution"></a>
Super Resolution
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
- Paper: https://openreview.net/forum?id=3gamyee9Yh
- Code: https://github.com/htqin/QuantSR
- Tags: Efficient
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution
- Paper: https://openreview.net/forum?id=s8QsYV1VZ2
- Tag: Blind
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
- Paper: https://arxiv.org/abs/2307.12348
- Code: https://github.com/zsyOAOA/ResShift
- Tags: Diffusion
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution
Real-World Image Super-Resolution as Multi-Task Learning
- Paper: https://openreview.net/forum?id=8SCz56sUGP
- Tags: Real
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
<a name="Denoising"></a>
Denoising
Normalization-Equivariant Neural Networks with Application to Image Denoising
- Paper: https://arxiv.org/abs/2306.05037
- Code: https://github.com/sherbret/normalization_equivariant_nn/
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
Unsupervised Image Denoising with Score Function
<a name="Deblurring"></a>
Deblurring
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams
<a name="Deraining"></a>
Deraining
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
<a name="Enhancement"></a>
Image Enhancement
Transition-constant Normalization for Image Enhancement
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement
<a name="Matting"></a>
Image Matting
BiMatting: Efficient Video Matting via Binarization
<a name="ImageCompression"></a>
Image Compression
Lossy Image Compression with Conditional Diffusion Models
Idempotent Learned Image Compression with Right-Inverse
Towards Efficient Image Compression Without Autoregressive Models
Neural Image Compression: Generalization, Robustness, and Spectral Biases
Video Compression
On the Choice of Perception Loss Function for Learned Video Compression
HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation
<a name="ImageQualityAssessment"></a>
Image Quality Assessment
Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
<a name="ImageEditing"></a>
Image Editing
Video Editing
<a name=ImageGeneration></a>
Image Generation/Synthesis / Image-to-Image Translation
Text-to-Image / Text Guided / Multi-Modal
Image-to-Image / Image Guided
Others for image generation
<a name="VideoGeneration"></a>
Video Generation
<a name="Others"></a>