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Expo Talk Panel
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Tue 16:00
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AgentInstruct: Agentic flows are effective synthetic-data generators
Elaina Robinson · Arindam Mitra · Yash Lara
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Workshop
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Sat 14:30
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Alan Yuille (Johns Hopkins University): Supervision of 3D-aware Models by Synthetic Data
Alan Yuille
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Workshop
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Sat 14:20
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Invited Talk 3 - Scaling LLMs with Synthetic Data Loops
Suchin Gururangan
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Workshop
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Tabular Data Generation using Binary Diffusion
Vitaliy Kinakh · Slava Voloshynovskiy
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Workshop
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Accumulating Data Avoids Model Collapse
Joshua Kazdan · Apratim Dey · Rylan Schaeffer · Matthias Gerstgrasser · Rafael Rafailov · David Donoho · Sanmi Koyejo
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Workshop
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TrialSynth: Generation of Synthetic Sequential Clinical Trial Data
Chufan Gao · Mandis Beigi · Afrah Shafquat · Jacob Aptekar · Jimeng Sun
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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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Poster
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Thu 16:30
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Dealing with Synthetic Data Contamination in Online Continual Learning
Maorong Wang · Nicolas MICHEL · Jiafeng Mao · Toshihiko Yamasaki
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Workshop
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Sun 11:10
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TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data
Ege Onur Taga · Muhammed Emrullah Ildiz · Samet Oymak
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Poster
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Wed 16:30
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DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
Farzaneh Askari · Lingjuan Lyu · Vivek Sharma
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Workshop
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Synthetic Multimodal Data Generation and Training Optimization For Computed Tomography Cardiac Imaging Applications
Masaki Ikuta · Quanqi Hu · Ashok Addala · Ravi Soni · Avinash Gopal
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Poster
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Thu 16:30
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Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data
Aoran Wang · Tsz Pan Tong · Andrzej Mizera · Jun Pang
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