Autonomous Generation of Service Strategy for Household Tasks: A Progressive Learning Method With A Priori Knowledge and Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3189357
Abstract: Human beings tend to learn unknown knowledge in a gradual process, from the basic to the complex. Based on this point, we propose a progressive learning method for producing service strategies according to requests, with… read more here.
Keywords: object correlation; priori knowledge; progressive learning; service ... See more keywords
Event-Aware Video Deraining via Multi-Patch Progressive Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3272283
Abstract: In this paper, we address the problem of video-based rain streak removal by developing an event-aware multi-patch progressive neural network. Rain streaks in video exhibit correlations in both temporal and spatial dimensions. Existing methods have… read more here.
Keywords: progressive learning; patch progressive; event aware; multi patch ... See more keywords
Progressive Learning Hill Climbing Algorithm with Energy-Map-Based Initialization for Image Reconstruction
Sign Up to like & getrecommendations! Published in 2023 at "Biomimetics"
DOI: 10.3390/biomimetics8020174
Abstract: Image reconstruction is an interesting yet challenging optimization problem that has several potential applications. The task is to reconstruct an image using a fixed number of transparent polygons. Traditional gradient-based algorithms cannot be applied to… read more here.
Keywords: hill climbing; progressive learning; learning hill; image reconstruction ... See more keywords
Investigation of Progressive Learning within a Statics Course: An Analysis of Performance Retention, Critical Topics, and Active Participation
Sign Up to like & getrecommendations! Published in 2023 at "Education Sciences"
DOI: 10.3390/educsci13060576
Abstract: Previous research has demonstrated a link between prior knowledge and student success in engineering courses. However, while course-to-course relations exist, researchers have paid insufficient attention to internal course performance development. This study aims to address… read more here.
Keywords: performance; statics; progressive learning; course ... See more keywords