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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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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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Poster
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Thu 8:45
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Geodesic Multi-Modal Mixup for Robust Fine-Tuning
Changdae Oh · Junhyuk So · Hoyoon Byun · YongTaek Lim · Minchul Shin · Jong-June Jeon · Kyungwoo Song
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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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Poster
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Tue 15:15
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On the Connection between Pre-training Data Diversity and Fine-tuning Robustness
Vivek Ramanujan · Thao Nguyen · Sewoong Oh · Ali Farhadi · Ludwig Schmidt
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Workshop
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AutoFT: Robust Fine-Tuning by Optimizing Hyperparameters on OOD Data
Caroline Choi · Yoonho Lee · Annie Chen · Allan Zhou · Aditi Raghunathan · Chelsea Finn
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Workshop
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Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh · Mijoo Kim · Hyesu Lim · Junhyeok Park · Euiseog Jeong · Zhi-Qi Cheng · Kyungwoo Song
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Poster
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Wed 15:00
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Fast Trainable Projection for Robust Fine-tuning
Junjiao Tian · Yen-Cheng Liu · James S Smith · Zsolt Kira
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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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Workshop
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DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Zhengxiang Shi · Aldo Lipani
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