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Collect papers and codes about VQGAN in various Computer Vision tasks

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Awesome-VQGAN

Collecting papers and code resources relating VQGAN in various Computer Vision tasks.

Please star ⭐ this if you found this repo useful 😄. And please stay tuned for newer updates :).

Table of Contents

Background 📖

Basics

Year Title Acronym Publisher Project Code
2022 MaskGIT: Masked Generative Image Transformer MaskGIT CVPR null null
2021 Neural Discrete Representation Learning VQ-VAE NIPS null null
2021 Taming Transformers for High-Resolution Image Synthesis VQGAN CVPR Project Code

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Super Resolution

Year Title Acronym Publisher Project Code
2022 Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors null ACMMM null Code
2022 VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder VQFR ECCV Project Code
2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer CodeFormer NIPS Project Code

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Image Inpainting

Year Title Acronym Publisher Project Code
2022 High-Quality Pluralistic Image Completion via Code Shared VQGAN null Arxiv null null

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Image Translation

Year Title Acronym Publisher Project Code
2022 Vector Quantized Image-to-Image Translation VQ-I2I ECCV Project Code

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Multi-Modal Generation

Year Title Acronym Publisher Project Code
2022 VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance VQGAN-CLIP ECCV null Code
2022 Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning VQGAN-CLIP CVPR null Code
2021 M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers M6-UFC NIPS null Code

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Point Cloud

Year Title Acronym Publisher Project Code
2022 ShapeFormer: Transformer-based Shape Completion via Sparse Representation ShapeFormer NIPS Project Code

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Collect papers and codes about VQGAN in various Computer Vision tasks

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