Workshop
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Sun 10:40
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Tim Kraska: ML and Generative AI for Data Systems
Tim Kraska
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Poster
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Fri 11:00
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TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
Alexander Nikitin · Letizia Iannucci · Samuel Kaski
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Workshop
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Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?
Michael-Andrei Panaitescu-Liess · Zora Che · Bang An · Yuancheng Xu · Pankayaraj Pathmanathan · Souradip Chakraborty · Sicheng Zhu · Tom Goldstein · Furong Huang
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Poster
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Fri 16:30
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Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
Johannes Treutlein · Dami Choi · Jan Betley · Samuel Marks · Cem Anil · Roger Grosse · Owain Evans
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Workshop
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Sat 12:00
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Adaptive and Robust Watermark for Generative Tabular Data
Dung Ngo · Daniel Scott · Saheed Obitayo · Vamsi Potluru · Manuela Veloso
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Workshop
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Matchmaker: Self-Improving Large Language Model Programs for Schema Matching
Nabeel Seedat · Mihaela van der Schaar
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Workshop
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Improving out-of-distribution generalization by mimicking the human visual diet.
Spandan Madan · You Li · Mengmi Zhang · Hanspeter Pfister · Gabriel Kreiman
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Workshop
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Provocation: Who benefits from “inclusion” in Generative AI?
Samantha Dalal · Siobhan Mackenzie Hall · Nari Johnson
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Workshop
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Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data
Kentaro Hoffman · Tyler H. McCormick
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Workshop
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Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization
Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar
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Workshop
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Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization
Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar
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Workshop
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The Association Between Training Data and Text-to-Image Generation Capabilities
Preethi Seshadri · Yasaman Razeghi · Sameer Singh · Yanai Elazar
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