@stevain Profile picture

Dr. St❦fan Gugler

@stevain

Postdoc @TUBerlin/@bifoldberlin. PhD in ML for quantum chem @ETH. Phil of Sci/Chem and politics. 日本語でおk

Joined May 2011
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Pinned

Normalize academics talking about their failures. I'll go first: We got rejected at Berghain on Saturday night.


Dr. St❦fan Gugler Reposted

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 Reposted

🎉 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,

FarnoushRJ's tweet image. 🎉 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 Reposted

Equivariant daughter vs augmented son

who's going to win the election? | what's your paradigm: equivariance constraints or data augmentation?



who's going to win the election? | what's your paradigm: equivariance constraints or data augmentation?


Dr. St❦fan Gugler Reposted

Are you curious what automatic differentiation looks like in Julia? The talk @giomdal and I gave at @JuliaConOrg is finally online: youtube.com/watch?v=ww3ntp… 🧵 1/7


I'm looking at my 2022 review of The Vegetarian written by today's Literature Nobel laureate Han Kang. I somehow twerpily disliked it. I'll re-read it but it's a different experience knowing 'who' the writer is now.

stevain's tweet image. I'm looking at my 2022 review of The Vegetarian written by today's Literature Nobel laureate Han Kang.

I somehow twerpily disliked it. I'll re-read it but it's a different experience knowing 'who' the writer is now.

I call it now: Jurgen Schmidhuber will get the Nobel Peace prize


okay instead of chemistry, they threw in another one for AI, nice

the physicists feel disappointed that computer guys got today's nobel prize. tomorrow, they'll be happy when they get a prize instead of a chemist.



the physicists feel disappointed that computer guys got today's nobel prize. tomorrow, they'll be happy when they get a prize instead of a chemist.


Dr. St❦fan Gugler Reposted

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

gklambauer's tweet image. 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

Who is going to be at the STC in Braunschweig next week? ⚗️⚗️

stevain's tweet image. Who is going to be at the STC in Braunschweig next week? ⚗️⚗️

Dr. St❦fan Gugler Reposted

When the adderall, 2 liter of Diet Coke and 51st browser tab all force couple.

Diffusion (as popularized by DALL-E & friends) for molecular relaxation is finally out-out!



Wave function methods vs density functional theory

stevain's tweet image. Wave function methods vs density functional theory

Gen X/Millennial cuspies are something else


git checkout google_search git reset --hard $(git rev-list -n 1 --before="2018-01-01" google_search)

Google Search indexing issue - not seeing new content being indexed (or served) for sites as large as @WSJ @nytimes @cnnbrk @Forbes and others seroundtable.com/google-search-… cc @searchliaison @googlesearchc

rustybrick's tweet image. Google Search indexing issue - not seeing new content being indexed (or served) for sites as large as @WSJ @nytimes @cnnbrk @Forbes and others seroundtable.com/google-search-…  cc @searchliaison @googlesearchc
rustybrick's tweet image. Google Search indexing issue - not seeing new content being indexed (or served) for sites as large as @WSJ @nytimes @cnnbrk @Forbes and others seroundtable.com/google-search-…  cc @searchliaison @googlesearchc
rustybrick's tweet image. Google Search indexing issue - not seeing new content being indexed (or served) for sites as large as @WSJ @nytimes @cnnbrk @Forbes and others seroundtable.com/google-search-…  cc @searchliaison @googlesearchc
rustybrick's tweet image. Google Search indexing issue - not seeing new content being indexed (or served) for sites as large as @WSJ @nytimes @cnnbrk @Forbes and others seroundtable.com/google-search-…  cc @searchliaison @googlesearchc


Dr. St❦fan Gugler Reposted

📢 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

FarnoushRJ's tweet image. 📢 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

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