Workshop

Fri 13:30

Gabriel Ilharco on Robust and accurate fine-tuning by interpolating weights

Workshop

Sat 8:30

Fine-Tuning without Distortion: Improving Robustness to Distribution Shifts
Percy Liang · Ananya Kumar

Expo Workshop

Mon 7:30

Fine-tuning stable diffusion models: massive creativity without massive bills
Stephen Balaban · Chuan Li · Justin Pinkney

Workshop

Differentially Private Bias-Term only Fine-tuning of Foundation Models
Zhiqi Bu · Yu-Xiang Wang · Sheng Zha · George Karypis

Poster

Wed 9:00

Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
Dongze Lian · Daquan Zhou · Jiashi Feng · Xinchao Wang

Workshop

Fine-tuning Offline Policies with Optimistic Action Selection
Max Sobol Mark · Ali Ghadirzadeh · Xi Chen · Chelsea Finn

Workshop

Fri 13:30

Fine-tuning hierarchical circuits through learned stochastic co-modulation
Caroline Haimerl · Eero Simoncelli · Cristina Savin

Workshop

Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
Yoonho Lee · Annie Chen · Fahim Tajwar · Ananya Kumar · Huaxiu Yao · Percy Liang · Chelsea Finn

Workshop

Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
Yoonho Lee · Annie Chen · Fahim Tajwar · Ananya Kumar · Huaxiu Yao · Percy Liang · Chelsea Finn

Workshop

Fine-tuning hierarchical circuits through learned stochastic co-modulation
Caroline Haimerl · Eero Simoncelli · Cristina Savin

Workshop

Fri 14:45

Contributed Talk: Differentially Private Bias-Term only Fine-tuning of Foundation Models
Zhiqi Bu · Yu-Xiang Wang · Sheng Zha · George Karypis

Poster

Tue 9:00

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