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95 Results
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Workshop
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Interpretable Causal Representation Learning for Biological Data in the Pathway Space Jesus de la Fuente Cedeño · Robert Lehmann · Carlos Ruiz-Arenas · Irene Marín Goñi · Jan Voges · Xabier Martíneznez-de-Morentin · David Gomez-Cabrero · Idoia Ochoa · Jesper Tegner · Vincenzo Lagani · Mikel Hernaez |
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Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models Konstantin Donhauser · Gemma Moran · Aditya Ravuri · Kian Kenyon-Dean · Kristina Ulicna · Cian Eastwood · Jason Hartford |
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TCRGenesis: Generation of SIINFEKL-specific T-cell receptor sequences using autoregressive Transformer Yang An · Felix Drost · Adrian Straub · Annalisa Marsico · Dirk Busch · Benjamin Schubert |
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Sat 13:42 |
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences Niklas Schmidinger · Lisa Schneckenreiter · Philipp Seidl · Johannes Schimunek · Pieter-Jan Hoedt · Johannes Brandstetter · Andreas Mayr · Sohvi Luukkonen · Sepp Hochreiter · Günter Klambauer |
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Workshop
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Sat 8:15 |
NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions Forough Habibollahi · Moein Khajehnejad · Adeel Razi · Jason Eshraghian · Noor Sajid · Anthony M Zador · Yoshua Bengio |
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Workshop
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Circular Learning Provides Biological Plausibility Amin Tavakoli · ian domingo · Pierre Baldi |
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Sun 13:00 |
Toward AI-Driven Digital Organism: Multiscale Foundation Models for Predicting, Simulating, and Programming Biology at All Levels Eric Xing |
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Workshop
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Improved Off-policy Reinforcement Learning in Biological Sequence Design Hyeonah Kim · Minsu Kim · Taeyoung Yun · Sanghyeok Choi · Emmanuel Bengio · Alex Hernandez-Garcia · Jinkyoo Park |
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Workshop
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Sun 8:30 |
Machine Learning in Structural Biology Gabriele Corso · Simon Duerr · Gina El Nesr · Zeming Lin · Sergey Ovchinnikov · Vignesh Ram Somnath · Hannah Wayment-Steele |
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Workshop
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Sun 12:00 |
A primer on in vitro biological neural networks Frithjof Gressmann · Ashley Chen · Lily Xie · Sarah Dowden · Nancy Amato · Lawrence Rauchwerger |
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Workshop
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Understanding Protein-DNA Interactions by Paying Attention to Protein and Genomics Foundation Models Dhruva Rajwade · Erica Wang · Aryan Satpathy · Alexander Brace · Hongyu Guo · Arvind Ramanathan · Shengchao Liu · Animashree Anandkumar |
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Contextualizing biological perturbation experiments through language Menghua Wu · Russell Littman · Jacob Levine · Lin Qiu · Tommaso Biancalani · David Richmond · Jan-Christian Huetter |