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60 Results
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Poster
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Wed 9:00 |
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng |
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Poster
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Thu 9:00 |
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting Tomasz Korbak · Hady Elsahar · Germán Kruszewski · Marc Dymetman |
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Poster
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Wed 9:00 |
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively Haojie Zhang · Ge Li · Jia Li · Zhongjin Zhang · YUQI ZHU · Zhi Jin |
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Poster
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Wed 9:00 |
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning Bolivar Solarte · Chin-Hsuan Wu · Yueh-Cheng Liu · Yi-Hsuan Tsai · Min Sun |
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Poster
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Wed 9:00 |
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian · Daquan Zhou · Jiashi Feng · Xinchao Wang |
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Poster
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Tue 9:00 |
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer |
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Poster
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Thu 14:00 |
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning Mandi Zhao · Pieter Abbeel · Stephen James |
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Poster
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Sparse Structure Search for Delta Tuning Shengding Hu · Zhen Zhang · Ning Ding · Yadao Wang · Yasheng Wang · Zhiyuan Liu · Maosong Sun |
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Poster
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Tue 9:00 |
Improved Fine-Tuning by Better Leveraging Pre-Training Data Ziquan Liu · Yi Xu · Yuanhong Xu · Qi Qian · Hao Li · Xiangyang Ji · Antoni Chan · Rong Jin |
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Poster
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Tue 14:00 |
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu · Derek Tam · Mohammed Muqeeth · Jay Mohta · Tenghao Huang · Mohit Bansal · Colin Raffel |
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Competition
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Tue 3:00 |
The MineRL BASALT Competition on Fine-tuning from Human Feedback Anssi Kanervisto · Stephanie Milani · Karolis Ramanauskas · Byron Galbraith · Steven Wang · Brandon Houghton · Sharada Mohanty · Rohin Shah |
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Expo Workshop
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Mon 7:30 |
Fine-tuning stable diffusion models: massive creativity without massive bills Stephen Balaban · Chuan Li · Justin Pinkney |