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44 Results
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Workshop
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Training Private and Efficient Language Models with Synthetic Data from LLMs Da Yu · Arturs Backurs · Sivakanth Gopi · Huseyin A. Inan · Janardhan Kulkarni · Zinan Lin · Chulin Xie · Huishuai Zhang · Wanrong Zhang |
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Poster
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Thu 15:00 |
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning Florian Bordes · Shashank Shekhar · Mark Ibrahim · Diane Bouchacourt · Pascal Vincent · Ari Morcos |
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Workshop
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Knowledge-Infused Prompting Improves Clinical Text Generation with Large Language Models Ran Xu · Hejie Cui · Yue Yu · Xuan Kan · Wenqi Shi · Yuchen Zhuang · Wei Jin · Joyce Ho · Carl Yang |
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Workshop
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Towards Effective Synthetic Data Sampling for Domain Adaptive Pose Estimation Isha Dua · Arjun Sharma · Shuaib Ahmed · Rahul Tallamraju |
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Workshop
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Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models Nicholas Kuo · Louisa Jorm · Sebastiano Barbieri |
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Workshop
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NexusRaven: a commercially-permissive Language Model for function calling Venkat Krishna Srinivasan · Zhen Dong · Banghua Zhu · Brian Yu · Hanzi Mao · Damon Mosk-Aoyama · Kurt Keutzer · Jiantao Jiao · Jian Zhang |
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Workshop
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Sat 7:42 |
[Paper-Oral 3] Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data Yu Yang · Aaditya Singh · Mostafa Elhoushi · Anas Mahmoud · Kushal Tirumala · Fabian Gloeckle · Baptiste Roziere · Carole-Jean Wu · Ari Morcos · Newsha Ardalani |
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Poster
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Thu 8:45 |
Post-processing Private Synthetic Data for Improving Utility on Selected Measures Hao Wang · Shivchander Sudalairaj · John Henning · Kristjan Greenewald · Akash Srivastava |