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Poster
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Fri 16:30
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Predicting Label Distribution from Ternary Labels
Yunan Lu · Xiuyi Jia
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Poster
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Fri 11:00
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FedAvP: Augment Local Data via Shared Policy in Federated Learning
Minui Hong · Junhyeog Yun · Insu Jeon · Gunhee Kim
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Workshop
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Generative Modeling and Data Augmentation for Power System Production Simulation
Linna Xu · Yongli Zhu
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Workshop
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Sat 17:27
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Fairness-Enhancing Data Augmentation Methods for Worst-Group Accuracy
Monica Welfert · Nathan Stromberg · Lalitha Sankar
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Affinity Event
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Fairness-Enhancing Data Augmentation Methods
Monica Welfert · Nathan Stromberg · Lalitha Sankar
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Workshop
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Fairness-Enhancing Data Augmentation Methods for Worst-Group Accuracy
Monica Welfert · Nathan Stromberg · Lalitha Sankar
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Workshop
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The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
Stefan Sylvius Wagner · Maike Behrendt · Marc Ziegele · Stefan Harmeling
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Affinity Event
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GeoLLM: Comparative Study and Enhancement of Large Language Models for Geospatial Knowledge Using Retrieval Augmented Generation(RAG).
Serah Akojenu · Olubayo Adekanmbi · Anthony Soronnadi
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Poster
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Thu 16:30
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Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations
Thijmen Nijdam · Juell Sprott · Taiki Papandreou-Lazos · Jurgen de Heus
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Workshop
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Data Augmentation Transformations for Self-Supervised Learning with Ultrasound
Blake VanBerlo · Alexander Wong · Jesse Hoey · Robert Arntfield
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Workshop
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Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks
Minju Seo · Jinheon Baek · James Thorne · Sung Ju Hwang
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Poster
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Wed 16:30
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You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
Théo Moutakanni · Maxime Oquab · Marc Szafraniec · Maria Vakalopoulou · Piotr Bojanowski
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