Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guaranteesby…
Adaptive Learning of the Latent Space of Wasserstein Generative Adversarial Networksby Yixuan Qiu, Qingyi Gao,…
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernelby Jialin Li, Marta Zagorowska, Giulia…
Preserving logical and functional dependencies in synthetic tabular databy Chaithra Umesh, Kristian Schultz, Manjunath Mahendra,…
Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasetsby Yasaman Haghbin, Hadi…
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Modelsby Matt Deitke, Christopher…
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generationby Anantaa Kotal, Anupam JoshiFirst submitted to…
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classificationby Xinrui Zhou, Yuhao Huang, Haoran Dou, Shijing…
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMsby Shadi Iskander, Nachshon Cohen, Zohar Karnin, Ori…
Learning with Confidence: Training Better Classifiers from Soft Labelsby Sjoerd de Vries, Dirk ThierensFirst submitted…