Philipp Seidl

4 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICLR (3) ICML (1)

Top co-authors

Günter Klambauer (4) Sepp Hochreiter (4) Johannes Schimunek (2) Johannes Brandstetter (2) Lukas Friedrich (1) Andreas Mayr (1) Lukas Gruber (1) Markus Holzleitner (1) Michael Widrich (1) Andreu Vall (1)

Research topics

Deep Learning (4) Architectures (3) Artificial Intelligence (2) Machine Learning (2) Learning Paradigms (2) Techniques (2) Healthcare & Medicine (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Research (1)

Keywords

few-shot learning (2) hopfield network (2) drug discovery (2) in-context learning (1) multimodal learning (1) energy minimization (1) protein sequence (1) generative model (1) genomic sequence (1) molecular representation (1) biological sequence (1) contrastive pre-training (1) activity prediction (1) scientific language model (1) pattern retrieval (1) context enrichment (1) contrastive learning (1) fs-mol benchmark (1) zero-shot learning (1) attention mechanism (1)

Papers

Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences ICLR 2025 Context-enriched molecule representations improve few-shot drug discovery ICLR 2023 Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023 Hopfield Networks is All You Need ICLR 2021