Transferable Multilevel Attention Neural Network for Accurate Prediction of Quantum Chemistry Properties via Multitask Learning
Sign Up to like & getrecommendations! Published in 2021 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.0c01224
Abstract: The development of efficient models for predicting specific properties through machine learning is of great importance for the innovation of chemistry and material science. However, predicting global electronic structure properties like Frontier molecular orbital highest… read more here.
Keywords: attention neural; neural network; chemistry; multilevel attention ... See more keywords
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation.
Sign Up to like & getrecommendations! Published in 2021 at "Big data"
DOI: 10.1089/big.2021.0049
Abstract: The analysis of large-scale multimodal data has become very popular recently. Image captioning, whose goal is to describe the content of image with natural language automatically, is an essential and challenging task in artificial intelligence.… read more here.
Keywords: image; multilevel attention; network; policy reinforcement ... See more keywords