72: HyperStyle

HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing by Yuval Alaluf, Omer Tov, et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on image-editing-stylegan2-encoder-generator-tuning-inversion

71: MetaFormer

MetaFormer is Actually What You Need for Vision by Weihao Yu et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on vision-transformer-meta-architecture-sota-imagenet-pretraining

5B: How to edit images with GANs Part 2

I GAN Explain: AI-assisted Image Editing. Part 2. How to edit images without photoshop.

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Author's profile picture Kirill Demochkin on gan-inversion-image-editing-free-photoshop-alternative

70: GANsformer2

Compositional Transformers for Scene Generation by Drew A. Hudson and C. Lawrence Zitnik explained in 5 minutes

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Author's profile picture Kirill Demochkin on gan-transformer-object-based-layout-generation

4B: How to edit images with GANs Part 1

I GAN Explain: AI-assisted Image Editing. Part 1. Your Digital Metaverse Avatar.

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Author's profile picture Kirill Demochkin on gan-inversion-image-editing-metaverse-avatar

69: MAE

Masked Autoencoders Are Scalable Vision Learners by Kaiming He et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on self-supervised-large-scale-pretraining-vision-transformers

3B: 8 years of GAN history explained in 5 minutes

I GAN Explain: 8 years of GAN evolution, and the intuition behind it.

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Author's profile picture Kirill Demochkin on history-of-GANs-survey-of-popular-architectures

68: Projected GANs

Projected GANs Converge Faster by Axel Sauer et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on data-efficient-fast-gan-training-small-datasets

67: AdaConv

Adaptive Convolutions for Structure-Aware Style Transfer by Prashanth Chandran et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on style-conditioned-image-to-image-style-transfer

2B: GANs 101 Tutorial

I GAN Explain: So you want to learn GANs? A generative AI primer by Casual GAN Papers

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Author's profile picture Kirill Demochkin on howto-GANs-generative-models-introduction

1B: VQGAN + CLIP Tutorial

I GAN Explain: VQGAN + CLIP Tutorial and Colab Walkthrough

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Author's profile picture Kirill Demochkin on howto-CLIP-VQGAN-text-guided-image-generation-explained

66: TargetCLIP

IMAGE-BASED CLIP-GUIDED ESSENCE TRANSFER by Hila Chefer et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on CLIP_image_to_image_style_transfer_essence_transfer

65: CIPS-3D

CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis by Peng Zhou et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on 3D-aware-GAN-based-on-CIPS-and-NeRF

64: Sensorium

Harnessing the Conditioning Sensorium for Improved Image Translation by Nederhood et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on multimodal-style-conditioned-image-to-image-domain-translation

63: LaMa

Resolution-robust Large Mask Inpainting with Fourier Convolutions by Suvorov et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on large-masks-fourier-convolutions-inpainting