86: LDMs

High-Resolution Image Synthesis with Latent Diffusion Models by Robin Rombach, Andreas Blattmann et al.

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Author's profile picture Kirill Demochkin on high-res-faster-diffusion-democratizing-diffusion

85: GLIDE

GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models by Alex Nichol et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on faster-diffusion-models-text-to-image-classifier-free-guidance

84: Make-A-Scene

Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors by Oran Gafni et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on text-to-image-VQVAE-scene-generation

Reader Experience Design - 1

RX1: How to write papers that are easy to read? by Casual GAN Papers

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Author's profile picture Kirill Demochkin on improve-writing-better-papers-clear-communication

83: CLIP-GEN

CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP by Zihao Wang et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on fast-VQGAN-CLIP-text-to-image-generation

82: FILM

FILM: Frame Interpolation for Large Motion by Fitsum Reda et al. et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on motion-interpolation-image-animation-implicit-model

81: MaskGIT

MaskGIT: Masked Generative Image Transformer by Huiwen Chang et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on improved-vqgan-inpainting-outpainting-conditional-editing

80: FOMM

First Order Motion Model for Image Animation by Aliaksandr Siarohin et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on self-supervised-image-animation-image-driving

79: StyleGAN3 Inversion & Editing

Third Time’s the Charm? Image and Video Editing with StyleGAN3 by Yuval Alaluf, Or Patashnik et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on alias-free-gan-stylegan3-inversion-video-editing

🏆: Casual GAN Papers Awards

The First Annual Casual GAN Papers Awards for the Year 2021

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Author's profile picture Kirill Demochkin on the-best-machine-learning-ai-papers-2021-ranked

78: Stitch it in Time

Stitch it in Time: GAN-Based Facial Editing of Real Videos by Rotem Tzaban et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on hiqh_quality_video_editing_stylegan_inversion

77: Instant Neural Graphics Primitives

Instant Neural Graphics Primitives with a Multiresolution Hash Encoding by Thomas Müller et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on fastest_nerf_3d_neural_rendering

76: StyleGAN-V

StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 by Ivan Skorokhodov et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on text_guided_video_editing_hd_video_generation

75: Guided Diffusion

Diffusion Models Beat GANs on Image Synthesis by Prafulla Dhariwal and Alex Nichol explained in 5 minutes

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Author's profile picture Kirill Demochkin on guided_diffusion_langevin_dynamics_classifier_guidance

74: Plenoxels

Plenoxels: Radiance Fields without Neural Networks by Alex Yu, Sara Fridovich-Keil, et al. explained in 5 minutes

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Author's profile picture Kirill Demochkin on NeRF-3D-voxels-without-neural-networks