|
Expo Demonstration
|
Sun 9:00
|
Optimizing LLMs for Code: Fine-tuning Techniques & Architectures
Katherin Madche
|
|
|
Workshop
|
Sat 13:30
|
Limitations of Fine-Tuning for Aligning LLMs
David Krueger
|
|
|
Workshop
|
Sat 8:55
|
Jon Kleinberg: Fine-Tuning Games: Modeling the Ecosystem of Machine Learning Applications and their Development
|
|
|
Workshop
|
|
Robot Fine-Tuning Made Easy: Pre-Training Rewards and Policies for Autonomous Real-World Reinforcement Learning
Jingyun Yang · Max Sobol Mark · Brandon Vu · Archit Sharma · Jeannette Bohg · Chelsea Finn
|
|
|
Workshop
|
|
Robot Fine-Tuning Made Easy: Pre-Training Rewards and Policies for Autonomous Real-World Reinforcement Learning
Jingyun Yang · Max Sobol Mark · Brandon Vu · Archit Sharma · Jeannette Bohg · Chelsea Finn
|
|
|
Workshop
|
|
PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators
Antonin Sulc · Raimund Kammering · Annika Eichler · Tim Wilksen
|
|
|
Workshop
|
|
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models
Alan Chan · Benjamin Bucknall · Herbie Bradley · David Krueger
|
|
|
Workshop
|
|
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Zhengxiang Shi · Aldo Lipani
|
|
|
Poster
|
Wed 15:00
|
BayesTune: Bayesian Sparse Deep Model Fine-tuning
Minyoung Kim · Timothy Hospedales
|
|
|
Workshop
|
|
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
Helen Qu · Sang Michael Xie
|
|
|
Workshop
|
Sat 13:30
|
ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning
Alec Helbling · Evan Montoya · Duen Horng Chau
|
|
|
Workshop
|
|
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation
Yuzhe Lu · Sungmin Hong · Yash Shah · Panpan Xu
|
|
