Browsing Electronic Engineering and Computer Science by Title
Now showing items 2647-2666 of 3495
-
ReGen: A good Generative zero-shot video classifier should be Rewarded
(IEEE, 2023-10-02)This paper sets out to solve the following problem: How can we turn a generative video captioning model into an open-world video/action classification model? Video captioning models can naturally produce open-ended ... -
Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images
(Springer Science and Business Media LLC, 2016-06)Glaucoma is one of the leading causes of blindness worldwide. There is no cure for glaucoma but detection at its earliest stage and subsequent treatment can aid patients to prevent blindness. Currently, optic disc and ... -
Regularising Knowledge Transfer by Meta Functional Learning
(2021-01-01)Machine learning classifiers' capability is largely dependent on the scale of available training data and limited by the model overfitting in data-scarce learning tasks. To address this problem, this work proposes a novel ... -
Reinforcement Learning in Sparse-Reward Environments with Hindsight Policy Gradients
(Massachusetts Institute of Technology Press (MIT Press), 2021-05)A reinforcement learning agent that needs to pursue different goals across episodes requires a goal-conditional policy. In addition to their potential to generalize desirable behavior to unseen goals, such policies may ... -
Reinforcement Learning-Based Load Balancing Satellite Handover Using NS-3
(2023-01-01)The Fifth-Generation of Mobile Communications (5G) is intended to meet users' growing needs for high-quality services at any time and from any location. The unique features of Low Earth Orbit (LEO) satellites in terms of ... -
The relationship between mental well-being and dysregulated gaming: a specification curve analysis of core and peripheral criteria in five gaming disorder scales.
(Royal Society Publishing, 2021-05-26)Gaming disorder (also known as dysregulated gaming) has received significant research and policy attention based on concerns that certain patterns of play are associated with decreased mental well-being and/or functional ... -
The Relationship Between Valence and Chills in Music: A Corpus Analysis
(SAGE, 2021-07-27)Chills experienced in response to music listening have been linked to both happiness and sadness expressed by music. To investigate these conflicting effects of valence on chills, we conducted a computational analysis on ... -
Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects
(Association for the Advancement of Artificial Intelligence, 2024-03-25)Camouflaged object detection (COD) approaches heavily rely on pixel-level annotated datasets. Weakly-supervised COD (WSCOD) approaches use sparse annotations like scribbles or points to reduce annotation efforts, but this ... -
Reliable Local Explanations for Machine Listening
(IEEE, 2020-07-19)One way to analyse the behaviour of machine learning models is through local explanations that highlight input features that maximally influence model predictions. Sensitivity analysis, which involves analysing the effect ... -
Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines
(2023-12-16)This paper introduces the innovative use of the "Deep Ensemble" technique in building a regression model to predict the Remaining Useful Life (RUL) of aircraft engines, utilizing the renowned run-to-failure turbo engine ... -
Remembering Peter Clarricoats In Memoriam
(IEEE, 2020-04)