Loss functions and constraints improve sea surface height prediction

In order to understand currents, tides and other ocean dynamics, scientists need to accurately capture sea surface height, or ...
IEEE

Loss Functions Analysis of Performance Improvements in Single-Image Super-Resolution

Abstract: The building rooftop delineation plays a critical role in urban planning and management. Current methods on improving the delineation accuracy of the building rooftops mostly focused on the ...
IEEE

SA-MARL: Novel Self-Attention-Based Multi-Agent Reinforcement Learning With Stochastic Gradient Descent

Abstract: In the rapidly advancing Reinforcement Learning (RL) field, Multi-Agent Reinforcement Learning (MARL) has emerged as a key player in solving complex real-world challenges. A pivotal ...