35: DNR Explained

Deferred Neural Rendering: Image Synthesis using Neural Textures by Justus Thies et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on deferred-neural-rendering-with-neural-textures

34: CVPR 2021 Best Paper - GIRAFFE Explained

Representing Scenes as Compositional Generative Neural Feature Fields by Michael Niemeyer et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on implicit-3d-aware-NeRF-GAN

33: GRAF Explained

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis by Katja Schwarz et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on implicit-3d-aware-NeRF-GAN

32: PTI Explained

Pivotal Tuning for Latent-based Editing of Real Images by Daniel Roich et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on sota-fine-tuning-StyleGAN-inversion

31: Alias-Free GAN Explained

Alias-Free GAN by Tero Karras et al. explained in 10 minutes.

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Author's profile picture Kirill Demochkin on alias-free-StyleGAN-2-without-texture-sticking

30: GFP-GAN Explained

Towards Real-World Blind Face Restoration with Generative Facial Prior by Xintao Wang et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on generative-face-prior-blind-face-restoration

29: GANs N’ Roses Explained

GANs N’ Roses: Stable, Controllable, Diverse Image to Image Translation (works for videos too!) by Min Jin Chong et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on multimodal-anime-video-stylization

28: SimSwap Explained

SimSwap: An Efficient Framework For High Fidelity Face Swapping by Renwang Chen et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on face-swapping-identity-transfer-encoder-decoder

27: CIPS Explained

Image Generators with Conditionally-Independent Pixel Synthesis by Anokhin et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on CVPR-2021-fourier-features-pixel-wise-generators-with

26: Decision Transformer Explained

Decision Transformer: Reinforcement Learning via Sequence Modeling by Lili Chen et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on sequence-modeling-reinforcement-learning-transformers

25: DALL-E Explained

Decision Transformer: Reinforcement Learning via Sequence Modeling by Lili Chen et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on discrete-text-to-image-VAE-transformer

24: VQGAN Explained

Taming Transformers for High-Resolution Image Synthesis by Patrick Esser et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on VQVAE-discrete-vision-transformer

23: Endless Loops Explained

Endless Loops: Detecting and Animating Periodic Patterns in Still Images by Tavi Halperin et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on periodic-image-animation

22: CoModGAN Explained

Large Scale Image Completion via Co-Modulated Generative Adversarial Networks by Zhao Shengyu et al explained in 5 minutes.

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Author's profile picture Kirill Demochkin on co-modulated-convolutions-multimodal-inpainting

21: GANcraft Explained

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds by Zekun Hao et al. explained in 5 minutes.

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Author's profile picture Kirill Demochkin on unpaired-unsupervised-3d-neural-rendering