Adaptive Physics-Informed Neural Networks with Transfer Learning
Discover adaptive physics-informed neural networks using learnable loss balancing and transfer learning for efficient modeling with limited data.
Layout-Aware Learning for Open-Set ID Fraud Detection
Discover how layout-aware representation learning improves open-set ID fraud detection with 99.83% accuracy on diverse document layouts.
MedMamba: Advanced Medical Time Series Classification Model
Discover MedMamba, a novel architecture for accurate and efficient medical time series classification, outperforming state-of-the-art methods in ECG and EE...
Large Language Models for Stock Price Forecasting: Hedge Fund Insights
Explore how large language models enhance stock price forecasting with hedge fund strategies, challenges, and practical applications in finance.
Are Flat Minima Misleading for Neural Network Generalization?
New research reveals flat minima may not predict neural network generalization; weakness offers a more reliable measure of performance and learning dynamic...