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292 Results
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Workshop
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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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Poster
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Thu 16:30 |
Foundation Inference Models for Markov Jump Processes David Berghaus · Kostadin Cvejoski · Patrick Seifner · César Ali Ojeda Marin · Ramsés J. Sánchez |
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Workshop
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Investigating the Role of Fine-Tuning in Addressing the Gap Between Synthetic and Real Data in Generative Foundation Models Leonhard Hennicke · Christian Medeiros Adriano · Holger Giese · Lukas Schott · Jan Koehler |
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Poster
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Fri 11:00 |
HEMM: Holistic Evaluation of Multimodal Foundation Models Paul Pu Liang · Akshay Goindani · Talha Chafekar · Leena Mathur · Haofei Yu · Ruslan Salakhutdinov · Louis-Philippe Morency |
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Poster
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Wed 16:30 |
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models Sijin Chen · Xin Chen · Anqi Pang · Xianfang Zeng · Wei Cheng · Yijun Fu · Fukun Yin · Billzb Wang · Jingyi Yu · Gang Yu · BIN FU · Tao Chen |
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Workshop
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In-Context Imitation Learning via Next-Token Prediction Max Fu · Huang Huang · Gaurav Datta · Lawrence Yunliang Chen · William Panitch · Fangchen Liu · Hui Li · Ken Goldberg |
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Workshop
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Zero-shot Whole-Body Humanoid Control via Behavioral Foundation Models Andrea Tirinzoni · Ahmed Touati · Jesse Farebrother · Mateusz Guzek · Anssi Kanervisto · Yingchen Xu · Alessandro Lazaric · Matteo Pirotta |
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Workshop
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Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs Fabrizio Frasca · Fabian Jogl · Moshe Eliasof · Matan Ostrovsky · Carola-Bibiane Schönlieb · Thomas Gärtner · Haggai Maron |
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Workshop
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Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models Frederik Kunstner · Robin Yadav · Alan Milligan · Mark Schmidt · Alberto Bietti |
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Workshop
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Coordinated Robustness Evaluation Framework for Vision Language Models Ashwin Ramesh Babu · Sajad Mousavi · Desik Rengarajan · Vineet Gundecha · Sahand Ghorbanpour · Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Soumyendu Sarkar |
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Poster
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Wed 16:30 |
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights Zhikai Chen · Haitao Mao · Jingzhe Liu · Yu Song · Bingheng Li · Wei Jin · Bahare Fatemi · Anton Tsitsulin · Bryan Perozzi · Hui Liu · Jiliang Tang |
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Workshop
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Towards Foundation Models for Critical Care Time Series Manuel Burger · Fedor Sergeev · Malte Londschien · Daphné Chopard · Hugo Yèche · Eike Gerdes · Polina Leshetkina · Alexander Morgenroth · Zeynep Babür · Jasmina Bogojeska · Martin Faltys · Rita Kuznetsova · Gunnar Rätsch |