timbrooks/instruct-pix2pix at main

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Derek Yang on Twitter

“Midjourney is the first @discord server with over 10M members”

Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research

Benchmark datasets play a central role in the organization of machine learning research. They coordinate researchers around shared research problems and serve as a measure of progress towards shared goals. Despite the foundational role of benchmarking practices in this field, relatively little attention has been paid to the dynamics of benchmark dataset use and reuse, within or across machine learning subcommunities. In this paper, we dig into these dynamics. We study how dataset usage patterns differ across machine learning subcommunities and across time from 2015-2020. We find increasing concentration on fewer and fewer datasets within task communities, significant adoption of datasets from other tasks, and concentration across the field on datasets that have been introduced by researchers situated within a small number of elite institutions. Our results have implications for scientific evaluation, AI ethics, and equity/access within the field.

Image Mixer Demo - a Hugging Face Space by lambdalabs

Discover amazing ML apps made by the community

Compositional Visual Generation with Composable Diffusion Models

Compositional Visual Generation with Composable Diffusion Models

Rivers Have Wings on Twitter

“@misionera66 @ai_for_humans The text to image part begins with @advadnoun, I got started doing text to image stuff with CLIP when I went on r/deepdream to post my style transfers and was like "what is this Big Sleep thing everyone is posting outputs from now" and tried his notebook. :)”

Naval on Twitter

“The best analogy that I‘ve found for AI is that it’s like a calculator for reading and writing.”

CoffeeVectors on Twitter

“The #Multiverse Coat—Where style and #superposition collide. Made with #stablediffusion2 #depth2img, a CC0 video and @runwayml. Quick breakdown thread. 1/4 #aiphotography #aifashion #digitalfashion #aiportraits #aiartcommunity #aiia #mit #physics #quantumphysics #runwayml”

Aaron Hertzmann on Twitter

“Since deep neural networks are hard-to-interpret mathematical functions, the debate over "AI" art is expressed in analogies: is it more like photography, how humans learn to make art, sampling, collage, image compression, conceptual art, recorded music, or textile machinery?”

Google Colaboratory