Andreu Vall

Machine learning scientist @pumas_ai. Previously @LITAILab and @cpjku.

[Andreas Mayr @AndreasMayr11]

In case you participate at AAAI 2023:
Today, I will present our paper on "Boundary Graph Neural Networks for 3D Simulations" (https://t.co/dqMQkWiock) in room Room 146B at 2:00 pm.
In the evening, I will also be available at our poster.

[Andreu Vall @AndreuVall]

I am happy to share that I am joining Pumas-AI as a Machine Learning Scientist! I look forward to learning from the great team at Pumas-AI, and to contributing to their effort to bridge science, healthcare, and machine learning. @pumas_ai

[Andreu Vall @AndreuVall]

@veroamilbe @cpjku @LITAILab @jkulinz Danke, Verena! Dir auch alles Gute! Die Antwort kommt gleich :)

[Andreu Vall @AndreuVall]

After all these very enriching years, first at the Institute of Computational Perception, and then at the Institute for Machine Learning, it's time to leave Johannes Kepler University Linz. A heartfelt thank you to all of my colleagues. All the best!
@cpjku @LITAILab @jkulinz

[Fabian Paischer @PaischerFabian]

Excited to share our work on history compression via language models in RL, presented at #ICML2022🤩🤩. Our novel framework HELM⎈ augments an agent with a history compression module which leverages a pretrained language Transformer without any training or finetuning 🤯🤯
1/5

[Daniel Klotz @ido87]

That's ours :)

Thanks everyone for the blood and sweat and tears <3

[Sepp Hochreiter @HochreiterSepp]

ELLIS "Machine Learning for Molecules" workshop tomorrow! https://t.co/01DnDo41zr Hosted by the ELLIS unit Cambridge and ELLIS unit Linz. Speakers from pharma and academia on new ML techniques for molecules.

[Andreu Vall @AndreuVall]

On December 13 I will present our work “BioassayCLR: Prediction of biological activity for novel bioassays based on rich textual descriptions” at the ELLIS ML for Molecule Discovery WS. Joint work with @HochreiterSepp and @gklambauer. https://t.co/0OyNPpfv4C #ML #DrugDiscovery

[[email protected] @thornet]

@ArsElectronica Not the robot dog. It normalizes a military & police weapon. It was uncomfortable to see it at the festival carrying prizes and interacting with kids. Please uplift works of criticism, action and joy instead!

[Shreyan Chowdhury @shreyan_ch]

Can musical genres be treated as distinct data domains in the context of ML? We show that domain adaptation can help generalize a perceptual feature model to a specific genre not present in the training set. #ICASSP2021 @ieeeICASSP
https://t.co/1va7eOJ7Nz

[Frontiers in AI & Big Data @FrontAIBigData]

New Research: The Promise of AI for DILI Prediction https://t.co/919bz4JLky #AI

[ELLIS Unit Linz & LIT AI Lab @LITAILab]

Our article "The Promise of AI for DILI Prediction" has been published at @FrontAIBigData. We provide an up-to-date review of AI approaches to drug-induced liver injury prediction and discuss current challenges and future directions. https://t.co/3CH9bO4WrV #ML #DrugDiscovery

[Andreu Vall @AndreuVall]

Great news! Our article reviewing machine learning approaches to drug-induced liver injury prediction has been published at @FrontAIBigData. https://t.co/t2zrpthRQm #ML #DrugDiscovery #DrugSafety #Hepatotoxicity #OpenAccess

[ELLIS Unit Linz & LIT AI Lab @LITAILab]

In our new paper, we identify and counter domain shifts in machine learning models for COVID-19 diagnosis from blood tests: https://t.co/P0hu4YdiT7

[Vihang Patil @wehungpatil]

We introduce Align-RUDDER, which enables Reinforcement Learning from few demonstrations by
reward redistribution via multiple sequence alignment.
Paper: https://t.co/nos4JxAWuZ
Blog post, including a demonstration video of mining a diamond in Minecraft: https://t.co/xa8WccPBHL

[hardmaru @hardmaru]

Self-attention mechanism can be viewed as the update rule of a Hopfield network with continuous states.

Deep learning models can take advantage of Hopfield networks as a powerful concept comprising pooling, memory, and attention.

https://t.co/FL8PimjVo9

https://t.co/HT79M95lkn

[Shreyan Chowdhury @shreyan_ch]

Thanks for the detailed and approachable explanation of our paper, @musikalkemist! Looking forward to more of your paper breakdowns. Much needed in the #mir and #aimusic community.
@AndreuVall @veroamilbe

https://t.co/EaYUyC1hE7

[CGT Catalunya 🚩🏴 @CGTCatalunya]

Crema una de les comissaries de Minneapolis després de l'assassinat policial de #GeorgeFloyd i la repressió que ha colpejat les manifestacions posteriors.
#BlackLivesMatter
#minneapolisriots

[tzesire @tzesire]

En el 75 aniversario de la liberación del campo de concentración de Mauthausen y subcampos, la @amauthausen no ha podido desplazarse hasta Austria pero la memoria por todas las víctimas está presente hoy en Linz.
#75Befreiung #75Liberación

[Andreu Vall @AndreuVall]

@AxelBrando_ Felicitats, Axel!