Beyond Autoregression: A New Model For Text Generation

There are also trade-offs in creativity. Because the energy critic favors low-energy (i.e., high-probability) text, the model ...
IEEE

A Combined Diffusion Model and Reinforcement Learning Approach for Solving the Vehicle Routing Problem With Multiple Soft Time Windows

Abstract: The Vehicle Routing Problem with Multiple Soft Time Windows (VRPMSTW) is a challenging combinatorial optimization problem where a fleet of vehicles must deliver goods to a set of customers, ...
IEEE

TLFIG-Transformer: Trend-Oriented Linear Fuzzy Information Granulation-Based Transformer Model for Long-Term Time-Series Forecasting

Abstract: Long-term time series forecasting holds significant practical value in various fields. However, time series data exhibit complex dynamic characteristics, including trends, seasonality, and ...