Workshop
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DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Zhengxiang Shi · Aldo Lipani
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Poster
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Tue 15:15
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Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
Yongrui Chen · Shenyu Zhang · Guilin Qi · Xinnan Guo
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Workshop
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Multimodal Graph Learning for Generative Tasks
Minji Yoon · Jing Yu Koh · Bryan Hooi · Ruslan Salakhutdinov
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Workshop
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Parameter-Efficient Fine-tuning of InstructBLIP for Visual Reasoning Tasks
Sungkyung Kim · Adam Lee · Junyoung Park · Sounho Chung · Jusang Oh · Jay Yoon Lee
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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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Parameter-Efficient Fine-Tune on Open Pre-trained Transformers for Genomic Sequence
Huixin Zhan · Zijun Frank Zhang
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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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Parameter-Efficient Fine Tuning of Protein Language Models Improves Prediction of Protein-Protein Interactions
Samuel Sledzieski · Meghana Kshirsagar · Rahul Dodhia · Bonnie Berger · Juan Lavista Ferres
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Poster
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Wed 8:45
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Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning
Baohao Liao · Shaomu Tan · Christof Monz
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Workshop
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Local LoRA: Memory-Efficient Fine-Tuning of Large Language Models
Oscar Key · Jean Kaddour · Pasquale Minervini
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Workshop
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Local LoRA: Memory-Efficient Fine-Tuning of Large Language Models
Oscar Key · Jean Kaddour · Pasquale Minervini
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Poster
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Thu 8:45
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Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
Haixin Wang · Xinlong Yang · Jianlong Chang · Dian Jin · Jinan Sun · Shikun Zhang · Xiao Luo · Qi Tian
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