Model Adaptation for Inverse Problems in Imaging
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Computational Imaging"
DOI: 10.1109/tci.2021.3094714
Abstract: Deep neural networks have been applied successfully to a wide variety of inverse problems arising in computational imaging. These networks are typically trained using a forward model that describes the measurement process to be inverted,… read more here.
Keywords: inverse; inverse problems; model; network ... See more keywords
Visual Comparison of Language Model Adaptation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209458
Abstract: Neural language models are widely used; however, their model parameters often need to be adapted to the specific domains and tasks of an application, which is time- and resource-consuming. Thus, adapters have recently been introduced… read more here.
Keywords: model adaptation; adapter; language; visual comparison ... See more keywords
Multi-Model Adaptation Learning With Possibilistic Clustering Assumption for EEG-Based Emotion Recognition
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.855421
Abstract: In machine learning community, graph-based semi-supervised learning (GSSL) approaches have attracted more extensive research due to their elegant mathematical formulation and good performance. However, one of the reasons affecting the performance of the GSSL method… read more here.
Keywords: multi model; model adaptation; adaptation learning; based emotion ... See more keywords
Phonetic Variation Modeling and a Language Model Adaptation for Korean English Code-Switching Speech Recognition
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11062866
Abstract: In this paper, we propose a new method for code-switching (CS) automatic speech recognition (ASR) in Korean. First, the phonetic variations in English pronunciation spoken by Korean speakers should be considered. Thus, we tried to… read more here.
Keywords: language model; speech recognition; recognition; model adaptation ... See more keywords