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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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Poster
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Thu 16:30
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GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
Jiachen (Tianhao) Wang · Tong Wu · Dawn Song · Prateek Mittal · Ruoxi Jia
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Poster
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Wed 16:30
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CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
Wanru Zhao · Hongxiang Fan · Shell Xu Hu · Wangchunshu Zhou · Nicholas Lane
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Poster
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Fri 16:30
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Persistent Homology for High-dimensional Data Based on Spectral Methods
Sebastian Damrich · Philipp Berens · Dmitry Kobak
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Workshop
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Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
Simran Kaur · Simon Park · Anirudh Goyal · Sanjeev Arora
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Poster
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Fri 11:00
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Learning from Highly Sparse Spatio-temporal Data
Leyan Deng · Chenwang Wu · Defu Lian · Enhong Chen
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Workshop
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Sun 15:45
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Data-Driven High-Dimensional Inverse Problems: A Journey Through Strong Gravitational Lensing Data Analysis
Laurence Perreault-Levasseur
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Poster
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MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
Haotian Qian · Yinda Chen · Shengtao Lou · Fahad Shahbaz Khan · Xiaogang Jin · Deng-Ping Fan
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Workshop
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Self-Data Distillation for Recovering Quality in Pruned Large Language Models
Vithursan Thangarasa · Ganesh Venkatesh · Nish Sinnadurai · Sean Lie
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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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Poster
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Wed 11:00
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SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment
Jovin Leong · Koa Di · Benjamin Cham · Shaun Heng
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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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