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Workshop
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Sat 13:30
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Limitations of Fine-Tuning for Aligning LLMs
David Krueger
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Expo Demonstration
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Sun 9:00
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Optimizing LLMs for Code: Fine-tuning Techniques & Architectures
Katherin Madche
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Workshop
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Sat 8:55
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Jon Kleinberg: Fine-Tuning Games: Modeling the Ecosystem of Machine Learning Applications and their Development
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Workshop
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PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators
Antonin Sulc · Raimund Kammering · Annika Eichler · Tim Wilksen
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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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Poster
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Wed 15:00
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BayesTune: Bayesian Sparse Deep Model Fine-tuning
Minyoung Kim · Timothy Hospedales
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Workshop
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DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Zhengxiang Shi · Aldo Lipani
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Workshop
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Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
Helen Qu · Sang Michael Xie
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Workshop
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Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation
Yuzhe Lu · Sungmin Hong · Yash Shah · Panpan Xu
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Workshop
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Sat 13:30
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ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning
Alec Helbling · Evan Montoya · Duen Horng Chau
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Workshop
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Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning
Dongyue Li · Jinhong Yu · Hongyang Zhang
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Poster
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Tue 8:45
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Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner
Zhengxiang Shi · Aldo Lipani
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