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292 Results
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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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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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Signals in the Cells: Multimodal and Contextualized Machine Learning Foundations for Therapeutics Alejandro Velez-Arce · Kexin Huang · Michelle Li · xiang lin · Wenhao Gao · Bradley Pentelute · Tianfan Fu · Manolis Kellis · Marinka Zitnik |
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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 |
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Poster
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Wed 11:00 |
Multiple Physics Pretraining for Spatiotemporal Surrogate Models Michael McCabe · Bruno Régaldo-Saint Blancard · Liam Parker · Ruben Ohana · Miles Cranmer · Alberto Bietti · Michael Eickenberg · Siavash Golkar · Geraud Krawezik · Francois Lanusse · Mariel Pettee · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho |
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Workshop
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ChemDFM: A Large Language Foundation Model for Chemistry Zihan Zhao · Da Ma · Lu Chen · Liangtai Sun · Zihao Li · Yi Xia · Hongshen Xu · Zichen Zhu · Su Zhu · Shuai Fan · Guodong Shen · Kai Yu · Xin Chen |
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Workshop
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Probabilistic Forecasting for Building Energy Systems: Are Time-Series Foundation Models the Answer? Young-Jin Park · François Germain · Jing Liu · Ye Wang · Gordon Wichern · Toshiaki Koike-Akino · Navid Azizan · Christopher Laughman · Ankush Chakrabarty |
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Workshop
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Cradle: Empowering Foundation Agents towards General Computer Control Weihao Tan · Wentao Zhang · Xinrun Xu · Haochong Xia · Gang Ding · Boyu Li · Bohan Zhou · Junpeng Yue · Jiechuan Jiang · Yewen Li · Ruyi An · Molei Qin · Chuqiao Zong · Longtao Zheng · YuJie Wu · Xiaoqiang Chai · Yifei Bi · Tianbao Xie · Pengjie Gu · Xiyun Li · Ceyao Zhang · Long Tian · Chaojie Wang · Xinrun Wang · Börje F. Karlsson · Bo An · Shuicheng Yan · Zongqing Lu |
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Workshop
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Sun 12:10 |
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean · Jerry Wang · John Urbanik · Konstantin Donhauser · Jason Hartford · Saber Saberian · Nil Sahin · Ihab Bendidi · Safiye Celik · Marta Fay · Juan Rodriguez · Imran Haque · Oren Kraus |