This monograph presents the core principles that have guided the development of diffusion models, tracing their origins and showing how diverse formulations arise from shared mathematical ideas. Diffu...

Deep dive into the first policy gradient method.

YouTube video by 3Blue1Brown

The Reinforcement Learning from Human Feedback Book

YouTube video by Derek Sivers

Reinforcement learning from human feedback (RLHF) has become an important technical and storytelling tool to deploy the latest machine learning systems. In this book, we hope to give a gentle…

Latent representations for generative models.

This Gradient Updates issue goes over the major changes that went into DeepSeek’s most recent model.

Democracy can't function without a free press

YouTube video by Trades Union Congress (TUC)

We’re rolling out a new, state-of-the-art video model, Veo 2, and updates to Imagen 3. Plus, check out our new experiment, Whisk.

YouTube video by seremot

A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities. - fa...

Join the team redefining how the world experiences design. Servus, hey, g'day, mabuhay, kia ora, 你好, hallo, vítejte! Thanks for stopping by. We know job hunting can be a little time consuming and you'...

Controllable layout generation aims at synthesizing plausible arrangement of element bounding boxes with optional constraints, such as type or position of a specific element. In this work, we try to s...