Non-overlapping, Schwarz-type Domain Decomposition Method for Physics and Equality Constrained Artificial Neural Networksby Qifeng Hu,…
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decompositionby Stephen Zhang, Vardan PapyanFirst submitted to…
Time Distributed Deep Learning models for Purely Exogenous Forecasting. Application to Water Table Depth Prediction…
ERIC: Estimating Rainfall with Commodity Doorbell Camera for Precision Residential Irrigationby Tian Liu, Liuyi Jin,…
The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in…
Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillationsby Heng Rao, Yu Gu, Jason…
LMT-Net: Lane Model Transformer Network for Automated HD Mapping from Sparse Vehicle Observationsby Michael Mink,…
Neural Networks Generalize on Low Complexity Databy Sourav Chatterjee, Timothy SudijonoFirst submitted to arxiv on:…
ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoringby Rayan Ansari, John Cao,…
User-friendly Foundation Model Adapters for Multivariate Time Series Classificationby Vasilii Feofanov, Romain Ilbert, Malik Tiomoko,…