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…
KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generationby Anantaa Kotal, Anupam JoshiFirst submitted to…
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Modelsby Matt Deitke, Christopher…
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…
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Modelsby Andrei Margeloiu, Xiangjian Jiang,…
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classificationby…