Improving Equity in Health Modeling with GPT4-Turbo Generated Synthetic Data: A Comparative Studyby Daniel Smolyak,…
Data-Driven Fairness Generalization for Deepfake Detectionby Uzoamaka Ezeakunne, Chrisantus Eze, Xiuwen LiuFirst submitted to arxiv…
Personalized Representation from Personalized Generationby Shobhita Sundaram, Julia Chae, Yonglong Tian, Sara Beery, Phillip IsolaFirst…
Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generationby Timur Sattarov, Marco…
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Classby Annie…
Toward Appearance-based Autonomous Landing Site Identification for Multirotor Drones in Unstructured Environmentsby Joshua Springer, Gylfi…
How to Synthesize Text Data without Model Collapse?by Xuekai Zhu, Daixuan Cheng, Hengli Li, Kaiyan…
ALKAFI-LLAMA3: Fine-Tuning LLMs for Precise Legal Understanding in Palestineby Rabee Qasem, Mohannad Hendi, Banan TantourFirst…
Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepaliby Sharad Duwal, Suraj Prasai, Suresh ManandharFirst…
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification frameworkby Aman Tiwari, Shiva Krishna Reddy…