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Workshop
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Rare Galaxy Classes Identified In Foundation Model Representations
Mike Walmsley · Anna Scaife
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Workshop
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Sat 14:30
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Panel: Failure Modes in the Age of Foundation Models. (David Krueger, Christoph Lampert, Tatiana Likhomanenko, Aaron Schein. Moderator: Naomi Saphra)
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Poster
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Thu 15:00
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EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
Michael Wornow · Rahul Thapa · Ethan Steinberg · Jason Fries · Nigam Shah
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Workshop
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Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data
Shiladitya Dutta · Hongbo Wei · Lars van der Laan · Ahmed Alaa
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Workshop
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Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data
Shiladitya Dutta · Hongbo Wei · Lars van der Laan · Ahmed Alaa
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Workshop
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Proposal - India Sand Watch: Leveraging Earth Observation Foundation Models to Inform Sustainable Development
Suraj R. Nair · Ando Shah · Tom Boehnel
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Workshop
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Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models
Alan Chan · Benjamin Bucknall · Herbie Bradley · David Krueger
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Workshop
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EarthPT: a foundation model for Earth Observation
Michael J Smith · Luke Fleming · James Geach
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Workshop
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Fri 14:10
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Foundation Models Can Robustify Themselves, For Free
Dyah Adila · Changho Shin · Linrong Cai · Frederic Sala
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Workshop
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Foundation Models Can Robustify Themselves, For Free
Dyah Adila · Changho Shin · Linrong Cai · Frederic Sala
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Workshop
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Backdoor Threats from Compromised Foundation Models to Federated Learning
Xi Li · Songhe Wang · Chen Wu · Hao Zhou · Jiaqi Wang
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Workshop
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FDAPT: Federated Domain-adaptive Pre-training for Language Models
Lekang Jiang · Filip Svoboda · Nicholas Lane
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