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Poster
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Wed 8:45
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Joint Data-Task Generation for Auxiliary Learning
Hong Chen · Xin Wang · Yuwei Zhou · Yijian Qin · Chaoyu Guan · Wenwu Zhu
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Workshop
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Data-Efficient Molecular Generation with Hierarchical Textual Inversion
Seojin Kim · Jaehyun Nam · Sihyun Yu · Younghoon Shin · Jinwoo Shin
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Poster
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Thu 15:00
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Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
Lasse Hansen · Nabeel Seedat · Mihaela van der Schaar · Andrija Petrovic
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Workshop
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Paper 9: Angel: A New Generation Tool for Learning Material based Questions and Answers
Ariel Blobstein · Daniel Izmaylov · Tal Yifat · Michal Levy · Avi Segal · Avi Segal
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Workshop
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Fri 11:30
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Invited talk: Next-Generation Data Management with Large Language Models
Immanuel Trummer
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Poster
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Wed 15:00
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Toward Understanding Generative Data Augmentation
Chenyu Zheng · Guoqiang Wu · Chongxuan LI
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Poster
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Thu 15:00
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Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
Matthew McDermott · Bret Nestor · Peniel Argaw · Isaac S Kohane
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Poster
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Thu 8:45
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TabMT: Generating tabular data with masked transformers
Manbir Gulati · Paul Roysdon
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Workshop
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Improving Code Style for Accurate Code Generation
Naman Jain · Tianjun Zhang · Wei-Lin Chiang · Joseph Gonzalez · Koushik Sen · Ion Stoica
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Workshop
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Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability
Arush Tagade · Jessica Rumbelow
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Workshop
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Sat 7:00
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Synthetic Data Generation with Generative AI
Sergul Aydore · Zhaozhi Qian · Mihaela van der Schaar
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Workshop
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Causal Regressions For Unstructured Data
Amandeep Singh · Bolong Zheng
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