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94 Results
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Workshop
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A Case Study of Instruction Tuning with Mixture of Parameter-Efficient Experts Oleksiy Ostapenko · Lucas Page-Caccia · Zhan Su · Nicolas Le Roux · Laurent Charlin · Alessandro Sordoni |
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Workshop
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Sat 6:15 |
6th Robot Learning Workshop: Pretraining, Fine-Tuning, and Generalization with Large Scale Models Dhruv Shah · Paula Wulkop · Claas Voelcker · Georgia Chalvatzaki · Alex Bewley · Hamidreza Kasaei · Ransalu Senanayake · Julien PEREZ · Jonathan Tompson |
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Workshop
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Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages Wanru Zhao · Yihong Chen · Royson Lee · Xinchi Qiu · Yan Gao · Hongxiang Fan · Nicholas Lane |
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Workshop
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Exploring the Retrieval Mechanism for Tabular Deep Learning Felix den Breejen · Sangmin Bae · Stephen Cha · Tae-Young Kim · Seoung Hyun Koh · Se-Young Yun |
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Workshop
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Fri 13:30 |
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text Nate Gruver · Anuroop Sriram · Andrea Madotto · Andrew Wilson · Larry Zitnick · Zachary Ulissi |
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Poster
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Tue 15:15 |
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models Ying Fan · Olivia Watkins · Yuqing Du · Yuqing Du · Hao Liu · Moonkyung Ryu · Craig Boutilier · Pieter Abbeel · Mohammad Ghavamzadeh · Kangwook Lee · Kimin Lee |
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Poster
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Thu 15:00 |
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning Kun Song · Huimin Ma · Bochao Zou · Huishuai Zhang · Weiran Huang |
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Poster
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Tue 8:45 |
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Rame · Guillaume Couairon · Corentin Dancette · Jean-Baptiste Gaya · Mustafa Shukor · Laure Soulier · Matthieu Cord |
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Poster
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Thu 8:45 |
Geodesic Multi-Modal Mixup for Robust Fine-Tuning Changdae Oh · Junhyuk So · Hoyoon Byun · YongTaek Lim · Minchul Shin · Jong-June Jeon · Kyungwoo Song |
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Poster
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Thu 8:45 |
Game Solving with Online Fine-Tuning Ti-Rong Wu · Hung Guei · Ting Han Wei · Chung-Chin Shih · Jui-Te Chin · I-Chen Wu |
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Poster
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Tue 8:45 |
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu · Hong-You Chen · Zheda Mai · Jike Zhong · Vardaan Pahuja · Tanya Berger-Wolf · Song Gao · Charles Stewart · Yu Su · Wei-Lun (Harry) Chao |
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Poster
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Tue 15:15 |
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization Jeonghoon Kim · Jung Hyun Lee · Sungdong Kim · Joonsuk Park · Kang Min Yoo · Se Jung Kwon · Dongsoo Lee |