A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire…
Image-based Deep Learning for Smart Digital Twins: a Reviewby Md Ruman Islam, Mahadevan Subramaniam, Pei-Chi…
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Databy Hung Nguyen, Morris…
A Survey Analyzing Generalization in Deep Reinforcement Learningby Ezgi KorkmazFirst submitted to arxiv on: 4…
Generating synthetic data for neural operatorsby Erisa Hasani, Rachel A. WardFirst submitted to arxiv on:…
Integration of physics-informed operator learning and finite element method for parametric learning of partial differential…
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directionsby Cheng-Te Li,…
Uncertainty Regularized Evidential Regressionby Kai Ye, Tiejin Chen, Hua Wei, Liang ZhanFirst submitted to arxiv…
Synthetic Data in AI: Challenges, Applications, and Ethical Implicationsby Shuang Hao, Wenfeng Han, Tao Jiang,…
On the Expressive Power of Graph Neural Networksby Ashwin Nalwade, Kelly Marshall, Axel Eladi, Umang…