NeurIPS 2024 Workshop on Adaptive Foundation Models
Workshop Schedule
Exhibit Hall A, December 14, 2024
Invited/Keynote Talk, Contributed Talk, Poster Session, Other.
Time (PST) | Speaker/Moderator | Title |
---|---|---|
8:30am | Ruslan Salakhutdinov | Keynote |
9:00am | Sander Dieleman | Invited Talk: Multimodal Iterative Refinement |
9:30am | Participants | Coffee Break |
9:45am | Kate Saenko | Invited Talk: Is pre-training the key to successful domain generalization? |
10:15am | Participants | Contributed Talks: Workshop Oral Papers 1 |
Paischer et al. | One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation | |
Jang et al. | Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging | |
Hsia et al. | RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems | |
10:45am | Participants | Morning Poster Session (Paper IDs 1-75) |
11:45am | Participants | Lunch Break |
1:00pm | Matthias Bethge | Keynote: Continual Foundation Model Learning |
1:30pm | Minjoon Seo | Invited Talk: On the Knowledge Adaptability of Language Models |
2:00pm | Participants | Contributed Talks: Workshop Oral Papers 2 |
Wu et al. | Self-Play Preference Optimization for Language Model Alignment | |
Wei et al. | Fast and Accurate Language Model Decoding via Parallel Token Processing | |
Chen et al. | Fine-tuning LLM Agents with Retrospective In-Context Online Learning | |
Dai et al. | Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle | |
Chen et al. | Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass | |
2:50pm | Participants | Coffee Break |
3:00pm | Bing Liu | Invited Talk: Continual Learning with Large Language Models |
3:30pm | Tianqi Chen | Invited Talk: Enable Large Language Model Deployment Across Cloud and Edge with ML Compilation |
4:00pm | Panel | Panel Discussion w/ Kate Saenko, Ruslan Salakhutdinov, Matthias Bethge, Sander Dieleman, Minjoon Seo, Bing Liu |
4:30pm | Participants | Afternoon Poster Session (Paper IDs 76-157) |