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108 Results
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Workshop
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Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization Elior Benarous · Sotiris Anagnostidis · Luca Biggio · Thomas Hofmann |
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Workshop
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Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization Prakamya Mishra · Zonghai Yao · shuwei chen · Beining Wang · Rohan Mittal · Hong Yu |
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Workshop
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Policy-Guided Diffusion Matthew T Jackson · Michael Matthews · Cong Lu · Jakob Foerster · Shimon Whiteson |
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Workshop
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Differentially Private Synthetic Data via Foundation Model APIs 1: Images Zinan Lin · Sivakanth Gopi · Janardhan Kulkarni · Harsha Nori · Sergey Yekhanin |
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Workshop
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Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets Brandon Smith · Miguel Farinha · Siobhan Mackenzie Hall · Hannah Rose Kirk · Aleksandar Shtedritski · Max Bain |
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Poster
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Wed 8:45 |
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu · Netanel Tamir · Shobhita Sundaram · Lucy Chai · Richard Zhang · Tali Dekel · Phillip Isola |
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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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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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Fri 13:40 |
Spotlight: Synthetic Sleep EEG Signal Generation using Latent Diffusion Models Bruno Aristimunha · Raphael Yokoingawa de Camargo · Sylvain Chevallier · Oeslle Lucena · Adam Thomas · M. Jorge Cardoso · Walter Lopez Pinaya · Jessica Dafflon |
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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 |