Casual GAN Papers
Easy to read summaries of popular AI papers.
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Hierarchical Text-Conditional Image Generation with CLIP Latents by Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu et al. explained in 5 minutes
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Kirill Demochkin
on sota-text-to-image-openai-clip-dalle
07 Jun 2022
High-Resolution Image Synthesis with Latent Diffusion Models by Robin Rombach, Andreas Blattmann et al.
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Kirill Demochkin
on high-res-faster-diffusion-democratizing-diffusion
03 May 2022
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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Kirill Demochkin
on faster-diffusion-models-text-to-image-classifier-free-guidance
25 Apr 2022
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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Kirill Demochkin
on text-to-image-VQVAE-scene-generation
12 Apr 2022
RX1: How to write papers that are easy to read? by Casual GAN Papers
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Kirill Demochkin
on improve-writing-better-papers-clear-communication
31 Mar 2022
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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Kirill Demochkin
on fast-VQGAN-CLIP-text-to-image-generation
09 Mar 2022
FILM: Frame Interpolation for Large Motion by Fitsum Reda et al. et al. explained in 5 minutes
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Kirill Demochkin
on motion-interpolation-image-animation-implicit-model
18 Feb 2022
Kirill Demochkin
on improved-vqgan-inpainting-outpainting-conditional-editing
18 Feb 2022
First Order Motion Model for Image Animation by Aliaksandr Siarohin et al. explained in 5 minutes
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Kirill Demochkin
on self-supervised-image-animation-image-driving
10 Feb 2022
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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Kirill Demochkin
on alias-free-gan-stylegan3-inversion-video-editing
02 Feb 2022
The First Annual Casual GAN Papers Awards for the Year 2021
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Kirill Demochkin
on the-best-machine-learning-ai-papers-2021-ranked
28 Jan 2022
Stitch it in Time: GAN-Based Facial Editing of Real Videos by Rotem Tzaban et al. explained in 5 minutes
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Kirill Demochkin
on hiqh_quality_video_editing_stylegan_inversion
26 Jan 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding by Thomas Müller et al. explained in 5 minutes
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Kirill Demochkin
on fastest_nerf_3d_neural_rendering
18 Jan 2022
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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Kirill Demochkin
on text_guided_video_editing_hd_video_generation
11 Jan 2022
Diffusion Models Beat GANs on Image Synthesis by Prafulla Dhariwal and Alex Nichol explained in 5 minutes
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Kirill Demochkin
on guided_diffusion_langevin_dynamics_classifier_guidance
26 Dec 2021