Faculty of Engineering: Recent submissions
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Adversarial Recurrent Time Series Imputation
Published 2020For the real-world time series analysis, data missing is a ubiquitously existing problem due to anomalies during data collecting and storage. If not treated properly, this problem will seriously hinder the classification, ...Open AccessArticle -
Packing Convolutional Neural Networks in the Frequency Domain
Published 2019Deep convolutional neural networks (CNNs) are successfully used in a number of applications. However, their storage and computational requirements have largely prevented their widespread use on mobile devices. Here we ...Open AccessArticle -
ROMIR: Robust Multi-view Image Re-ranking
Published 2019Recently, multi-view features have significantly pro- moted the performance of image re-ranking by providing complementary image descriptions. Without loss of generality, in multi-view re-ranking, multiple heterogeneous ...Open AccessArticle -
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