GitHub

This repo describes python code and input data files for "Forecasting stock return distributions around the globe with quantile neural networks".

torch 2.2.2 PyTorch framework for neural networks. The documented GPU setup targets the official CUDA 12.1 wheel. FF3.CSV Ken French Data Library Full file included Fama-French 3-factor returns. Only ...
IEEE

Large AI Model-Based Semantic Communications

Abstract: Semantic communication (SC) is an emerging intelligent paradigm, offering solutions for various future applications like metaverse, mixed reality, and the Internet of everything. However, in ...
GitHub

Building the Virtuous Cycle for AI-driven LLM Systems

FlashInfer-Bench is a benchmark suite and production workflow designed to build a virtuous cycle of self-improving AI systems. It is part of a broader initiative to build the virtuous cycle of AI ...
IEEE

A Robust Image Semantic Communication System With Multi-Scale Vision Transformer

Abstract: Semantic communications have demonstrated exceptional performance across various tasks, yet they are susceptible to semantic impairments due to the inherent vulnerability of deep neural ...