Research Publications and Outputs: Recent submissions
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Long-Term Video Prediction via Criticization and Retrospection
Published 2020Video prediction refers to predicting and generating future video frames given a set of consecutive frames. Conventional video prediction methods usually criticize the discrepancy between the ground-truth and predictions ...Open AccessArticle -
Multi-task Learning for Blind Source Separation
Published 2018Blind source separation (BSS) aims to discover the underlying source signals from a set of linear mixture signals without any prior information of the mixing system, which is a fundamental problem in signal and image ...Open AccessArticle -
Self-supervised Pose Adaptation for Cross-Domain Image Animation
Published 2020Image animation is to animate a still image of the object of interest using poses extracted from another video sequence. Through training on a large-scale video dataset, most existing approaches aim to explore disentangled ...Open AccessArticle -
Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing
Published 2021COVID-19 has spread rapidly across the globe and become a deadly pandemic. Recently, many artificial intelligence-based approaches have been used for COVID-19 detection, but they often require public data sharing with cloud ...Article -
A deep learning approach using effective preprocessing techniques to detect COVID-19 from chest CT-scan and X-ray images
Published 2021Coronavirus disease-19 (COVID-19) is a severe respiratory viral disease first reported in late 2019 that has spread worldwide. Although some wealthy countries have made significant progress in detecting and containing this ...Article