Tech Xplore

Reinforcement learning accelerates model-free training of optical AI systems

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...
IEEE

Transformer Neural Network-Based Behavioral Modeling and Predistortion for Wideband Power Amplifiers

Abstract: This work investigates the applicability of transformer neural networks (NNs) for behavioral modeling and predistortion of wideband power amplifiers (PAs). We propose an augmented ...
IEEE

Machine Learning Approaches for Micromobility User Behavior Analysis

Abstract: With widespread adoption globally, micromobility like bikes, e-scooters, and e-bikes has attracted increasing attention due to its ability to complement existing transportation modes and ...
GitHub

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieval Results in RAG Systems

We propose HtmlRAG, which uses HTML instead of plain text as the format of external knowledge in RAG systems. To tackle the long context brought by HTML, we propose Lossless HTML Cleaning and Two-Step ...