In the last decade, Artificial Intelligence (AI) models have rapidly integrated into production
pipelines propelled by their excellent modeling performance. However, the development of …

Camera trap systems and motion-activated field cameras are edge devices commonly used
for animal monitoring in the wild. Using such technologies has revolutionized ecological …

Large language models (LLMs) have achieved remarkable performance in various
downstream tasks. However, training LLMs is computationally expensive and requires a …

We propose a scalable Forward-Forward (FF) algorithm that eliminates the need for
backpropagation by training each layer separately. Unlike backpropagation, FF avoids …

Neural networks have been pivotal in transforming various fields through machine learning
techniques. Training of these networks relies heavily on the backpropagation algorithm …