A Visual Model Of Self-Attention: Transformers Work Differently Now

Early-2026 explainer reframes transformer attention: tokenized text becomes Q/K/V self-attention maps, not linear prediction.
IEEE

A Bayesian Framework Based on Gaussian Mixture Model and Hidden Markov Process for Collision Detection in Cobots

Abstract: In this letter, we propose the B-GHF framework, an end-to-end collision state inference method based on a Bayesian framework that does not rely on external force/torque (F/T) sensors in the ...
IEEE

Study of Future Land Use Prediction Based on Machine Learning and Markov Chain

Abstract: The urbanization process has triggered significant changes in land use patterns. Therefore, scientific simulation and accurate prediction of land use are of great significance for the ...