Some useful links I found on the world-wide-web.
Ultrasound
- Intuitive blog on the basics of ultrasound beamforming: [link]
- Practical cardiac ultrasound overview: [link]
Diffusion models
- Pretty much any post from Sander Dieleman on the topic: [link]
- Yang Song blog: [link]
- Yang Song notebook: [link]
- Lil’Log blog: [link]
- Jakub M. Tomczak: [link]
- Stable Diffusion blog (text -> image): [link]
- AI Pub short thread: [link]
- Probabilistic Machine Learning: Advanced Topics book: [link]
Reinforcement learning
- openai theory + code: [link]
- Lil’Log blog: [link]
- Machine Learning with Phil RL implementations: [link]
- David Silver lectures: [link]
- Complete overview of popular RL implementations: [link]
Active inference
- Mysterious Tune blog, Perception as Inference: [link]