Mon Jun 27 2022
Sun Jun 26 2022

PSP

Protein structure prediction
Data Science
Biology
Protein structure prediction
Biology research
AI-driven research

The first million-level protein structure prediction dataset with high coverage and diversity is presented, named as PSP, which consists of 570k true structure sequences and 745k complementary distillation sequences.

This dataset can enable a broader community of AI/biology researchers for AI-driven protein related research.

https://arxiv.org/pdf/2206.12240.pdf
https://arxiv.org/abs/2206.12240
https://twitter.com/arankomatsuzaki/status/1541224763778924545/photo/1

Megapixel Image Generation With Step-unrolled Denoising Autoencoders

Generative modelling
Computer Vision
Artificial Intelligence
Image generation
Graphic design

Combines VQ-GAN and DAE to achieve to reduce sampling steps and improve FID.

This framework scales to high-resolutions and trains quickly, producing diverse and realistic megapixel samples in approximately 2 seconds on a consumer-grade GPU.

https://arxiv.org/pdf/2206.12351.pdf
https://arxiv.org/abs/2206.12351
https://twitter.com/arankomatsuzaki/status/1541223097868488704/photo/1
Thu Jun 23 2022
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