Postdoc @TUBerlin/@bifoldberlin. PhD in ML for quantum chem @ETH and @MIT
Switzerland
Joined May 2011
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Dr. St❦fan Gugler retweeted
I'm in San Diego this week for NeurIPS, hit me up if you wanna have a coffee ☕
Dr. St❦fan Gugler retweeted
We are already on Day 3 of the workshop "Density Functional Theory and Artificial Intelligence learning from each other" in sunny CECAM-HQ.
This afternoon, Fang Liu (@EmoryUniversity) & Michael Herbst (@EPFL_en) will present their talks.
Dr. St❦fan Gugler retweeted
If two models are more similar to each other than a third on ImageNet, will this hold for medical/ satellite images? Our preprint analyzes how vision model similarities generalize across datasets, the factors that influence them, and their link to downstream task behavior. 🧵1/7
Dr. St❦fan Gugler retweeted
🎉 Thrilled to announce that our paper MambaLRP has been accepted at #NeurIPS2024!
Explain your Mamba models in a faithful, efficient, and effective way! 🐍
Huge thanks to @EberleOliver, Grégoire Montavon, and Klaus-Robert Müller @bifoldberlin, @ml_tuberlin , @GoogleDeepMind,
Dr. St❦fan Gugler retweeted
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features
Abstractions on top of traditional XAI methods are used. These are combined with logical operators to provide explanations...
P: arxiv.org/abs/2408.17198
Dr. St❦fan Gugler retweeted
📢 New Preprint Alert 🚨
Ever Wondered How to Make Mamba Models More Transparent?
Meet MambaLRP🔥
We introduce MambaLRP, a novel algorithm within the Layer-wise Relevance Propagation (LRP) framework, specially designed to enhance the explainability of Mamba models.
1/7
Dr. St❦fan Gugler retweeted
Who would you rather get up and ask you a question after a conference talk: a senior professor who has 'more of a comment' or a bear?
Dr. St❦fan Gugler retweeted
If you're & trying to understand the war here's all you need to know:
Our attempt to establish a civilian led government was hijacked — & later sabotaged — by the military (SAF) which funded & enabled a paramilitary group (RSF) & now they're fighting over power.
#KeepEyesOnSudan
Dr. St❦fan Gugler retweeted
"Officials as well as analysts warn of the lack of international engagement and urgency when it comes to finding an exit from this conflict.." theguardian.com/commentisfre…
Dr. St❦fan Gugler retweeted
Today quantum dots are an important part of nanotechnology’s toolbox. The 2023 #NobelPrize laureates in chemistry have all been pioneers in the exploration of the nanoworld.
Dr. St❦fan Gugler retweeted
Extremely excited to share our work on interactive reaction exploration with system-focused QM/MM models: The Quantum Magnifying Glass!
Huge thank you especially to @_Miguel_Steiner for this great collaboration. Make sure to check it out - new SCINE software release coming soon!
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Dr. St❦fan Gugler retweeted
The take home message is that even if the entire world tells you that you're working on something unimportant and you struggle to get funding or keep a job there's a one in a million chance you'll get a prize with which you could buy a two rooms apartment multiple decades later
Dr. St❦fan Gugler retweeted
every few years a biochem prize is in order to make me angry so my money is on chi-huey wong or balasubramanian. the next for switzerland would be grätzel. why another one for sharpless? inorg: rheingold, kadish, xie yi? Nørskov would be rad.
Dr. St❦fan Gugler retweeted
Happy Monday!
ALT Salamence, Haxorus and Dragapult ('Pre-DS era Pokémon fans') cower in fear as a colossal Igglypuff rounds the corner ('Age 30')
Dr. St❦fan Gugler retweeted
Bambi's mum is gonna get taken out by a drone strike.
Disney’s live-action ‘BAMBI’ remake will be a modernised retelling.
“I think that to be able to bring it to life for kids these days in a way that maybe they relate to a little bit more would be of service to the original.”
(Source: youtu.be/znIPJ9qua28?si=KxHY…)
