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https://github.com/DarrenPan/Awesome-AAAI2023-Low-Level-Vision

A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision
https://github.com/DarrenPan/Awesome-AAAI2023-Low-Level-Vision

List: Awesome-AAAI2023-Low-Level-Vision

aaai2022 denoising image-generation image-restoration low-level-vision super-resolution

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A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision

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# Awesome-AAAI2023-Low-Level-Vision

A Collection of Papers and Codes in AAAI2023 related to Low-Level Vision



**[Completed]** If you find some missing papers or typos, feel free to pull issues or requests.



## Related collections for low-level vision

- [Awesome-AAAI2022-Low-Level-Vision](https://github.com/DarrenPan/Awesome-AAAI2023-Low-Level-Vision/blob/main/AAAI2022-Low-Level-Vision.md)

- [Awesome-NeurIPS2023~2021-Low-Level-Vision](https://github.com/DarrenPan/Awesome-NeurIPS2023-Low-Level-Vision)

- [Awesome-ICCV2023/2021-Low-Level-Vision](https://github.com/DarrenPan/Awesome-ICCV2023-Low-Level-Vision)

- [Awesome-CVPR2023/2022-Low-Level-Vision](https://github.com/DarrenPan/Awesome-CVPR2023-Low-Level-Vision)

- [Awesome-ECCV2022-Low-Level-Vision](https://github.com/DarrenPan/Awesome-ECCV2022-Low-Level-Vision)

- [Awesome-CVPR2021/2020-Low-Level-Vision](https://github.com/Kobaayyy/Awesome-CVPR2021-CVPR2020-Low-Level-Vision)

- [Awesome-ECCV2020-Low-Level-Vision](https://github.com/Kobaayyy/Awesome-ECCV2020-Low-Level-Vision)



## Overview



- [Image Restoration](#image-restoration)



- [Super Resolution](#super-resolution)

  

- [Image Rescaling](#image-rescaling)



- [Denoising](#denoising)

  - [Image Denoising](#image-denoising)

  - [Video Denoising](#video-denoising)



- [Deblurring](#deblurring)

  - [Image Deblurring](#image-deblurring)

  - [Video Deblurring](#video-deblurring)



- [Deraining](#deraining)



- [Dehazing](#dehazing)



- [HDR Imaging / Multi-Exposure Image Fusion](#hdr-imaging--multi-exposure-image-fusion)



- [Frame Interpolation](#frame-interpolation)



- [Image Enhancement](#image-enhancement)

  - [Low-Light Image Enhancement](#low-light-image-enhancement)



- [Image Harmonization](#image-harmonizationcomposition)



- [Image Completion/Inpainting](#image-completioninpainting)



- [Image Matting](#image-matting)



- [Image Compression](#image-compression)



- [Image Quality Assessment](#image-quality-assessment)



- [Style Transfer](#style-transfer)



- [Image Editing](#image-editing)



- [Image Generation/Synthesis/ Image-to-Image Translation](#image-generationsynthesis--image-to-image-translation)

  - [Video Generation](#video-generation)



- [Others](#others)





# Image Restoration



**Memory-Oriented Structural Pruning for Efficient Image Restoration**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25319



**ShadowFormer: Global Context Helps Shadow Removal**

- Paper: https://arxiv.org/abs/2302.01650

- Code: https://github.com/GuoLanqing/ShadowFormer

- Tags: Shadow Removal



**DENet: Disentangled Embedding Network for Visible Watermark Removal**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25337

- Code: https://github.com/lianchengmingjue/DENet

- Tags: Watermark Removal



**Video Compression Artifact Reduction by Fusing Motion Compensation and Global Context in a Swin-CNN Based Parallel Architecture**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25458



## Image Reconstruction



[[Back-to-Overview](#overview)]





# Super Resolution



**Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25409

- Code: https://github.com/xiaogang00/DP3DF



[[Back-to-Overview](#overview)]





# Image Rescaling



**Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling**

- Paper: https://arxiv.org/abs/2303.02353

- Code: https://github.com/yang-jin-hai/SAIN



[[Back-to-Overview](#overview)]





# Denoising

## Image Denoising



**Adaptive Dynamic Filtering Network for Image Denoising**

- Paper: https://arxiv.org/abs/2211.12051

- Code: https://github.com/it-hao/ADFNet



**Self-Supervised Image Denoising Using Implicit Deep Denoiser Prior**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25245

- Tags: Self-Supervised



**Robust Image Denoising of No-Flash Images Guided by Consistent Flash Images**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25291

- Code: https://github.com/CGLab-GIST/RIDFnF



**Spatial-Spectral Transformer for Hyperspectral Image Denoising**

- Paper: https://arxiv.org/abs/2211.14090

- Code: https://github.com/MyuLi/SST

- Tags: Hyperspectral



## Video Denoising



**Unsupervised Deep Video Denoising with Untrained Network**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25476



[[Back-to-Overview](#overview)]





# Deblurring



## Image Deblurring



**Dual-Domain Attention for Image Deblurring**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25122



**Real-World Deep Local Motion Deblurring**

- Paper: https://arxiv.org/abs/2204.08179

- Code: https://github.com/LeiaLi/ReLoBlur



**Learning Single Image Defocus Deblurring with Misaligned Training Pairs**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25235

- Code: https://github.com/liyucs/JDRL



**Intriguing Findings of Frequency Selection for Image Deblurring**

- Paper: https://arxiv.org/abs/2111.11745

- Code: https://github.com/INVOKERer/DeepRFT/tree/AAAI2023



**Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25446



[[Back-to-Overview](#overview)]





# Deraining



**Hybrid CNN-Transformer Feature Fusion for Single Image Deraining**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25111

- Code: https://github.com/cschenxiang/HCT-FFN



[[Back-to-Overview](#overview)]



 

# HDR Imaging / Multi-Exposure Image Fusion



**Improving Dynamic HDR Imaging with Fusion Transformer**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25107



**Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25404

- Code: https://github.com/hanna-xu/MEF-CL [404]



[[Back-to-Overview](#overview)]





# Frame Interpolation



**SVFI: Spiking-Based Video Frame Interpolation for High-Speed Motion**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25393



[[Back-to-Overview](#overview)]





# Image Enhancement 



**Polarization-Aware Low-Light Image Enhancement**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25486

- Code: https://github.com/fourson/Polarization-Aware-Low-Light-Image-Enhancement



**Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25479

- Code: https://github.com/zheng980629/SDAG



**Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25427



**Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method**

- Paper: https://arxiv.org/abs/2212.11548

- Code: https://github.com/TaoWangzj/LLFormer



**Low-Light Video Enhancement with Synthetic Event Guidance**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25257

- Code: https://gitee.com/mindspore/models/tree/master/research/cv/LLVE-SEG [404]



[[Back-to-Overview](#overview)]





# Image Harmonization/Composition 



**Painterly Image Harmonization in Dual Domains**

- Paper: https://arxiv.org/abs/2212.08846

- Code: https://github.com/bcmi/PHDNet-Painterly-Image-Harmonization



[[Back-to-Overview](#overview)]





# Image Completion/Inpainting 



**CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying**

- Paper: https://arxiv.org/abs/2303.08524

- Code: https://github.com/NiFangBaAGe/CoordFill



**Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning**

- Paper: https://arxiv.org/abs/2303.13133

- Code: https://github.com/zzw-zjgsu/Generative-Image-Inpainting



**DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25464

- Code: https://github.com/MRzzm/DINet



[[Back-to-Overview](#overview)]





# Image Matting



**Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25432

- Code: https://github.com/coconuthust/composition_styles



[[Back-to-Overview](#overview)]





# Image Compression



**Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25551



**Multi-Modality Deep Network for Extreme Learned Image Compression**

- Paper: https://arxiv.org/abs/2304.13583



[[Back-to-Overview](#overview)]





# Image Quality Assessment



**Data-Efficient Image Quality Assessment with Attention-Panel Decoder**

- Paper: https://arxiv.org/abs/2304.04952

- Code: https://github.com/narthchin/DEIQT



[[Back-to-Overview](#overview)]





# Style Transfer



**User-Controllable Arbitrary Style Transfer via Entropy Regularization**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25117

- Code: https://github.com/cplusx/eps-Assign-and-Mix



**Frequency Domain Disentanglement for Arbitrary Neural Style Transfer**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25212



**AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-Realistic Style Transfer**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25248



**Preserving Structural Consistency in Arbitrary Artist and Artwork Style Transfer**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25384



**MicroAST: Towards Super-fast Ultra-Resolution Arbitrary Style Transfer**

- Paper: https://arxiv.org/abs/2211.15313

- Code: https://github.com/EndyWon/MicroAST



[[Back-to-Overview](#overview)]





# Image Editing



**DE-net: Dynamic Text-Guided Image Editing Adversarial Networks**

- Paper: https://arxiv.org/abs/2206.01160

- Code: https://github.com/tobran/DE-Net



**FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25394

- Code: https://github.com/THU-LYJ-Lab/FEditNet



**ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing**

- Paper: https://arxiv.org/abs/2301.13402



**Target-Free Text-Guided Image Manipulation**

- Paper: https://arxiv.org/abs/2211.14544



**CLIPVG: Text-Guided Image Manipulation Using Differentiable Vector Graphics**

- Paper: https://arxiv.org/abs/2212.02122

- Code: https://github.com/NetEase-GameAI/clipvg



[[Back-to-Overview](#overview)]





# Image Generation/Synthesis / Image-to-Image Translation

## Text-to-Image / Text Guided / Multi-Modal



**Reject Decoding via Language-Vision Models for Text-to-Image Synthesis**

- Paper: MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-robust Classifier 



**Scene Graph to Image Synthesis via Knowledge Consensus**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25387



**Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis**

- Paper: https://arxiv.org/abs/2208.13753

- Code: https://github.com/davidhalladay/Frido



## Image-to-Image / Image Guided



**MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier**

- Paper: https://arxiv.org/abs/2209.11549

- Code: https://github.com/mozhdehrouhsedaghat/magic



**CFFT-GAN: Cross-Domain Feature Fusion Transformer for Exemplar-Based Image Translation**

- Paper: https://arxiv.org/abs/2302.01608



**MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image Translation**

- Paper: https://arxiv.org/abs/2209.11047

- Code: https://github.com/KU-CVLAB/MIDMs



## Others for Image Generation



**Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation**

- Paper: https://arxiv.org/abs/2303.02389

- Code: https://github.com/Ldhlwh/DFMGAN



**High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets**

- Paper: https://ojs.aaai.org/index.php/AAAI/article/view/25371

- Code: https://github.com/Booooooooooo/CRI



**ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories**

- Paper: https://arxiv.org/abs/2302.02373

- Code: https://github.com/ckczzj/ShiftDDPMs



## Video Generation



**StyleTalk: One-shot Talking Head Generation with Controllable Speaking Styles**

- Paper: https://arxiv.org/abs/2301.01081

- Code: https://github.com/FuxiVirtualHuman/styletalk



**VIDM: Video Implicit Diffusion Models**

- Paper: https://arxiv.org/abs/2212.00235

- Code: https://github.com/MKFMIKU/vidm



[[Back-to-Overview](#overview)]