Hear this: text-to-image models can only train because of the abundance of alt text throughout the web. The conclusion is unavoidable: If AGI kills us all, it's blind people's fault.

Join us tonight on Discord! We will chat about:
Categorical Deep Learning: An Algebraic Theory of Architectures
ykilcher.com/discord

A later bedtime is all you need

🎙 The first episode of the Cyber Valley Podcast with our Principal Investigators is now out! 🚀 @Orvieto_Antonio #AI Podcast #AI Research #AI
🔗 Learn more: institute-tue.ellis.eu/en/news/cyber-…

NeurIPS introduces a track dedicated to advancing kids of rich parents even more than they already are

🔥New Video🔥
Flow matching (not classic diffusion) is the basis for state-of-the-art text to image models, like Stable Diffusion 3.
Here is how it works: youtu.be/7NNxK3CqaDk

🌎New Paper Video🌎
Searchformer learns to apply the A* algorithm and then through self-refinement improves upon it in search problems.
youtu.be/PW4JiJ-WaY4

👉Live Paper Discussion👈
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases
Tonight (6pm UTC) on discord: ykilcher.com/discord

Come chat with us on discord (right now) about:
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
ykilcher.com/discord

Come (right now) chat with us about:
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference
ykilcher.com/discord

Friends don't let friends choose ambiguous acronyms 😬

Join us tonight on Discord to chat about:
👉Mastering Diverse Domains through World Models👈
7pm UTC here: ykilcher.com/discord

There is already a Switzerland of AI. It's called Switzerland

Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration ift.tt/3skTn0L

All the bashing of OpenAI by the professional complainer crowd is starting to make me like them 😐

Imagine being scared by nicely worded business email

S4, Mamba, and Hawk/Griffin are great – but do we really understand how they work? We fully characterize the power of gated (selective) SSMs mathematically using powerful tools from Rough Path Theory. All thanks to our math magician Nicola Muça Cirone

arxiv.org/pdf/2402.19047…
🧵

NEW & BREAKING: A Sharpie engineer has spent months testing its 'pen' product. He's disturbed by the violent/sexual content it can create & Walmart's decision not to take it off the shelves to investigate.