A New Regularized Spatiotemporal Attention-Based LSTM with Application to Nitrogen Oxides Emission Prediction
Sign Up to like & getrecommendations! Published in 2023 at "ACS Omega"
DOI: 10.1021/acsomega.2c08205
Abstract: The data collected from complex process industries are usually time series with considerable nonlinearities and dynamics, as well as excessive redundancy. Moreover, there are temporal and spatial correlations between input variables and key performance variables.… read more here.
Keywords: spatiotemporal attention; new regularized; attention based; regularized spatiotemporal ... See more keywords
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3105280
Abstract: Spatiotemporal attention learning for video question answering (VideoQA) has always been a challenging task, where existing approaches treat the attention parts and the nonattention parts in isolation. In this work, we propose to enforce the… read more here.
Keywords: spatiotemporal attention; attention; question; learning video ... See more keywords