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Workshop
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Fri 13:30
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Gabriel Ilharco on Robust and accurate fine-tuning by interpolating weights
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Workshop
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Sat 8:30
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Fine-Tuning without Distortion: Improving Robustness to Distribution Shifts
Percy Liang · Ananya Kumar
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Expo Workshop
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Mon 7:30
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Fine-tuning stable diffusion models: massive creativity without massive bills
Stephen Balaban · Chuan Li · Justin Pinkney
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Poster
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Wed 9:00
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Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
Dongze Lian · Daquan Zhou · Jiashi Feng · Xinchao Wang
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Workshop
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Differentially Private Bias-Term only Fine-tuning of Foundation Models
Zhiqi Bu · Yu-Xiang Wang · Sheng Zha · George Karypis
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Workshop
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Fine-tuning Offline Policies with Optimistic Action Selection
Max Sobol Mark · Ali Ghadirzadeh · Xi Chen · Chelsea Finn
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Workshop
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Fri 13:30
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Fine-tuning hierarchical circuits through learned stochastic co-modulation
Caroline Haimerl · Eero Simoncelli · Cristina Savin
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Workshop
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Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
Yoonho Lee · Annie Chen · Fahim Tajwar · Ananya Kumar · Huaxiu Yao · Percy Liang · Chelsea Finn
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Workshop
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Fine-tuning hierarchical circuits through learned stochastic co-modulation
Caroline Haimerl · Eero Simoncelli · Cristina Savin
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Workshop
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Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
Yoonho Lee · Annie Chen · Fahim Tajwar · Ananya Kumar · Huaxiu Yao · Percy Liang · Chelsea Finn
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Workshop
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Fri 14:45
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Contributed Talk: Differentially Private Bias-Term only Fine-tuning of Foundation Models
Zhiqi Bu · Yu-Xiang Wang · Sheng Zha · George Karypis
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Poster
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Tue 9:00
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Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees
Jue WANG · Binhang Yuan · Luka Rimanic · Yongjun He · Tri Dao · Beidi Chen · Christopher Ré · Ce Zhang
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