A dream come true! I presented "No Representation, No Trust" on my favorite RL podcast, TalkRL! Make sure to check it out to learn why training with PPO for too long makes your agent collapse!

Robin Ranjit Singh Chauhan@robinchauhan.bsky.social · 2y ago

E63: NeurIPS 2024 - Posters and Hallways 1 Jiaheng Hu of UTexas on Unsupervised Skill Discovery for HRL @skandermoalla.bsky.social of EPFL: Representation and Trust in PPO Adil Zouitine of IRT Saint Exupery/Hugging Face : Time-Constrained Robust MDPs

🔥 Want to train large neural networks WITHOUT Adam while using less memory and getting better results? ⚡ Check out SCION: a new optimizer that adapts to the geometry of your problem using norm-constrained linear minimization oracles (LMOs): 🧵👇

🚀 Introducing PICLe: a framework for in-context named-entity detection (NED) using pseudo-annotated demonstrations. 🎯 No human labeling needed—yet it outperforms few-shot learning with human annotations! #AI #NLProc #LLMs #ICL #NER

Here's Veo 2, the latest version of our video generation model, as well as a substantial upgrade for Imagen 3 🧑‍🍳🚢 (Did I mention we are hiring on the Generative Media team, btw 👀) blog.google/technology/g...

State-of-the-art video and image generation with Veo 2 and Imagen 3

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.

blog.google

lol. yes, very true and important

Yoav Goldberg@yoavgo.bsky.social · 2y ago

the crucial first step in fighting anthropomorphization of DL systems is to find an easier to write and pronounce word than anthropomorphizing.

Also, check out our ML project template—it’s a game-changer!🚀🚀 @caglarai.bsky.social 🧑‍💻 github.com/CLAIRE-Labo/...

Skander Moalla@skandermoalla.bsky.social · 2y ago

Ever been puzzled by your PPO agent collapsing out of nowhere? 📈🤯📉 Come check out our poster tomorrow! Wed 11 Dec 11 am - 2 pm PST West Ballroom A-D #6403 @caglarai.bsky.social @andreamiele.bsky.social @razvan-pascanu.bsky.social

I am in Vancouver for NeurIPS 2024 until December 16th if you want to meet, DM or email me. We have two accepted papers from my lab: 1. Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers, on Wednesday, East Exhibit Hall A-C #2010 (1/3)

favorite conference experience for me :)

Sara Magliacane hiring PhDs in Saarland@smaglia.bsky.social · 2y ago

The Uncertainty in Artificial Intelligence conference (UAI) is on 🦋! I'm a bit biased, but this is a fantastic conference for #probabilisticML, #causality, #causalML, #tractable #probabilistic #models, #imprecise probabilities, #reasoning, #neurosymbolic approaches and more. #causalSky #statSky

Better VQ-VAEs with this one weird rotation trick! I missed this when it came out, but I love papers like this: a simple change to an already powerful technique, that significantly improves results without introducing complexity or hyperparameters.

I've put together a starter pack of EPFL researchers across all labs and domains! 🇨🇭 Would love to expand this list and showcase more amazing work happening at EPFL. Drop a reply to be added! #EPFL #academicsky go.bsky.app/73zdbtp

~🐣~ -> 🐛