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Gantavya Bhatt

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Articles

Computer Science > Machine Learning

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By Gantavya Bhatt, Arnav Das
| arXiv
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[2410.15002] How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models

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By Royi Rassin, Arnav Das, Gantavya Bhatt, Preethi Seshadri
| arXiv
[Submitted on 19 Oct 2024 (v1), last revised 6 Jan 2026 (this version, v2)] View PDF HTML (experimental) Comments: Subjects: Computer Vision and Pattern Recognition (cs.CV) Cite as: arXiv:2410.15002 [cs.CV] (or arXiv:2410.15002v2 [cs.CV] for this version) https://doi.org/10.48550/arXiv.2410.15002
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Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization

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By Gantavya Bhatt, Nanyun Peng, Kai-Wei Chang, Ashima Suvarna
| arXiv
[Submitted on 31 Mar 2024 ( v1 ), last revised 7 Jan 2025 (this version, v2)] Title:Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization View a PDF of the paper titled Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization, by Hritik Bansal and 5 other authors View PDF HTML (experimental) Abstract:A common technique for aligning large language models (LLMs) relies on acquiring human preferences...
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