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317 Results
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Workshop
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DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning Zhengxiang Shi · Aldo Lipani |
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Workshop
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AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization Yunsheng Tian · Pavle Konakovic · Beichen Li · Ane Zuniga · Michael Foshey · Timothy Erps · Wojciech Matusik · Mina Konakovic Lukovic |
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Learning Optimizers for Local SGD Charles-Étienne Joseph · Benjamin Thérien · Abhinav Moudgil · Boris Knyazev · Eugene Belilovsky |
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Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language Di Jin · Shikib Mehri · Devamanyu Hazarika · Aishwarya Padmakumar · SUNGJIN LEE · Yang Liu · Mahdi Namazifar |
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Workshop
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LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning Jifan Zhang · Yifang Chen · Gregory Canal · Stephen Mussmann · Yinglun Zhu · Simon Du · Kevin Jamieson · Robert Nowak |
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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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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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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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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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Workshop
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Sat 9:25 |
Contrastive power-efficient physical learning in resistor networks Menachem Stern · Sam Dillavou · Dinesh Jayaraman · Douglas Durian · Andrea Liu |
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Workshop
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GenTKG: Generative Forecasting on Temporal Knowledge Graph Ruotong Liao · Xu Jia · Yunpu Ma · Volker Tresp |
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Workshop
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Sample-Efficient Online Imitation Learning using Pretrained Behavioural Cloning Policies Joe Watson · Jan Peters |