Stability analysis of discrete‐time systems with time‐varying delays: generalized zero equalities approach
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.3613
Abstract: Summary This paper suggests a generalized zero equality lemma for summations, which leads to making a new Lyapunov–Krasovskii functional with more state terms in the summands and thus applying various zero equalities for deriving stability… read more here.
Keywords: discrete time; zero equalities; time varying; time ... See more keywords
Beyond Normal Distribution: More Factual Feature Generation Network for Generalized Zero-Shot Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE MultiMedia"
DOI: 10.1109/mmul.2022.3155541
Abstract: Due to the prosperous development of generative models, research works have achieved great success on the generalized zero-shot learning (GZSL) task. In most generative methods of GZSL, researchers try to utilize attributes and normally distributed… read more here.
Keywords: generalized zero; normal distribution; distribution; shot learning ... See more keywords
Fine-Grained Feature Generation for Generalized Zero-Shot Video Classification
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3247167
Abstract: Generalized zero-shot video classification aims to train a classifier to classify videos including both seen and unseen classes. Since the unseen videos have no visual information during training, most existing methods rely on the generative… read more here.
Keywords: information; shot video; generalized zero; zero shot ... See more keywords
From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3151073
Abstract: Object detection, as one of the most important environment perception tasks for traffic safety in intelligent transportation systems, has been widely investigated recently. However, most of the researches focus on the fully supervised scenario, and… read more here.
Keywords: generalized zero; curriculum learning; shot detection; detection ... See more keywords
Generalized Zero-shot Learning via Multi-modal Aggregated Posterior Aligning Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2020.3047546
Abstract: The visual-semantic gap between the visual space (visual features) and semantic space (semantic attributes) is one of the main problems in the Generalized Zero-Shot Learning (GZSL) task. The essence of this problem is that the… read more here.
Keywords: space; features semantic; visual features; semantic attributes ... See more keywords
Generalized Zero-Adjusted Models to Predict Medical Expenditures
Sign Up to like & getrecommendations! Published in 2021 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2021/5874275
Abstract: In healthcare research, medical expenditure data for the elderly are typically semicontinuous and right-skewed, which involve a point mass at zero and may exhibit heteroscedasticity. The problem of a substantial proportion of zero values prevents… read more here.
Keywords: generalized zero; models predict; adjusted models; expenditure ... See more keywords