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118 Results
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Workshop
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Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi Shahreza · Sébastien Marcel |
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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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Wed 16:30 |
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition Zhonglin Sun · Siyang Song · Ioannis Patras · Georgios Tzimiropoulos |
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Workshop
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Deliberate Practice with Synthetic Data Reyhane Askari Hemmat · Mohammad Pezeshki · Pietro Astolfi · Melissa Hall · Florian Bordes · Jakob Verbeek · Michal Drozdzal · Adriana Romero |
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Poster
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Fri 16:30 |
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold Amrith Setlur · Saurabh Garg · Xinyang Geng · Naman Garg · Virginia Smith · Aviral Kumar |
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Workshop
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Sat 12:00 |
Mind the Gap: A Surgical Study on the Self-improvement Capabilities of LLMs Yuda Song · Hanlin Zhang · Udaya Ghai · Carson Eisenach · Sham Kakade · Dean Foster |
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Poster
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Thu 16:30 |
Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages Federico Mora · Justin Wong · Haley Lepe · Sahil Bhatia · Karim Elmaaroufi · George Varghese · Joseph Gonzalez · Elizabeth Polgreen · Sanjit Seshia |
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Workshop
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Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models Yuda Song · Hanlin Zhang · Udaya Ghai · Carson Eisenach · Sham Kakade · Dean Foster |
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Workshop
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GAMformer: Exploring In-Context Learning for Generalized Additive Models Andreas Mueller · Julien Siems · Harsha Nori · David Salinas · Arber Zela · Rich Caruana · Frank Hutter |
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Workshop
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Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data Huajian Xin · Daya Guo · Zhihong Shao · Z.Z. Ren · Qihao Zhu · Bo Liu · Chong Ruan · Wenda Li · Xiaodan Liang |