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08/25/2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features
Whilst contrastive learning yields powerful representations by matching ...
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08/25/2023
FrFT based estimation of linear and nonlinear impairments using Vision Transformer
To comprehensively assess optical fiber communication system conditions,...
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11/09/2022
Detection of Sparse Anomalies in High-Dimensional Network Telescope Signals
Network operators and system administrators are increasingly overwhelmed...
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10/19/2021
Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant
Intelligent personal assistants (IPA) enable voice applications that fac...
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05/03/2021
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution
Music is becoming an essential part of daily life. There is an urgent ne...
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09/06/2020
Efficient Personalized Community Detection via Genetic Evolution
Personalized community detection aims to generate communities associated...
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09/06/2020
Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning
Cyberspace hosts abundant interactions between users and different kinds...
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04/06/2020
Typilus: Neural Type Hints
Type inference over partial contexts in dynamically typed languages is c...
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10/13/2019
Five Shades of Grey: Phase Transitions in High-dimensional Multiple Testing
We are motivated by marginal screenings of categorical variables, and st...
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10/09/2019
On the rate of concentration of maxima in Gaussian arrays
Recently in Gao and Stoev (2018) it was established that the concentrati...
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07/12/2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data
Anomaly detection is facing with emerging challenges in many important i...
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01/28/2019
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism
Conventional solutions to automatic related work summarization rely heav...
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12/31/2018
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map
Although the scientific digital library is growing at a rapid pace, scho...
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11/13/2018
Fundamental Limits of Exact Support Recovery in High Dimensions
We study the support recovery problem for a high-dimensional signal obse...
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09/07/2018