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249 Results
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Poster
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Thu 16:30 |
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise Yeonguk Yu · Minhwan Ko · Sungho Shin · Kangmin Kim · Kyoobin Lee |
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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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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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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 |
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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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Is Tokenization Needed for Masked Particle Modelling? Matthew Leigh · Samuel Klein · Francois Charton · Tobias Golling · Lukas Heinrich · Michael Kagan · Margarita Osadchy |
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Workshop
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Going beyond H&E and Oncology: how do Histopathology Foundation Models perform for multi-stain IHC & Immunology? Amaya Gallagher-Syed · ELENA PONTARINI · Myles Lewis · Greg Slabaugh · Michael Barnes |
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Workshop
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PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction Aaron Wenteler · Martina Occhetta · Nikhil Branson · Magdalena Huebner · William Dee · Victor Curean · William Connell · Siu Chung · Yasha Ektefaie · Amaya Gallagher-Syed · César Córdova |
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Poster
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Fri 16:30 |
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts Jiachen Li · Xinyao Wang · Sijie Zhu · Chia-Wen Kuo · Lu XU · Fan Chen · Jitesh Jain · Humphrey Shi · Longyin Wen |
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Workshop
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Cell ontology guided transcriptome foundation model XINYU YUAN · Zhihao Zhan · Zuobai Zhang · Manqi Zhou · Jianan Zhao · Boyu Han · Yue Li · Jian Tang |
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Workshop
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Fine-tuning Foundation Models for Molecular Dynamics: A Data-Efficient Approach with Random Features Pietro Novelli · Luigi Bonati · Pedro J. Buigues · Giacomo Meanti · Lorenzo Rosasco · Michele Parrinello · Massimiliano Pontil |
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Poster
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Fri 16:30 |
Interfacing Foundation Models' Embeddings Xueyan Zou · Linjie Li · Jianfeng Wang · Jianwei Yang · Mingyu Ding · Junyi Wei · Zhengyuan Yang · Feng Li · Hao Zhang · Shilong Liu · Arul Aravinthan · Yong Jae Lee · Lijuan Wang |