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Evolutionary Architecture Search for Graph Neural Networks
Automated machine learning (AutoML) has seen a resurgence in interest wi...
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Deep learning achieves radiologist-level performance of tumor segmentation in breast MRI
Purpose: The goal of this research was to develop a deep network archite...
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Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting
According to the National Academies, a weekly forecast of velocity, vert...
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Privacy-Aware Data Cleaning-as-a-Service (Extended Version)
Data cleaning is a pervasive problem for organizations as they try to re...
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Diversifying Anonymized Data with Diversity Constraints
Recently introduced privacy legislation has aimed to restrict and contro...
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Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies
Since DARPA Grand Challenges (rural) in 2004/05 and Urban Challenges in ...
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A class of multiplicative splitting iterations for solving the continuous Sylvester equation
For solving the continuous Sylvester equation, a class of the multiplica...
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GPU-Accelerated Compression and Visualization of Large-Scale Vessel Trajectories in Maritime IoT Industries
The automatic identification system (AIS), an automatic vessel-tracking ...
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Fine-grained Analysis on Fast Implementations of Multi-writer Atomic Registers
This draft in its current version proves an impossibility result concern...
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Attributed Rhetorical Structure Grammar for Domain Text Summarization
This paper presents a new approach of automatic text summarization which...
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The State and Future of Genetic Improvement
We report the discussion session at the sixth international Genetic Impr...
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Tissue segmentation with deep 3D networks and spatial priors
Conventional automated segmentation of the human head distinguishes diff...
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Remove-Win: a Design Framework for Conflict-free Replicated Data Collections
Internet-scale distributed systems often replicate data within and acros...
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Inversion-based Measurement of Data Consistency for Read/Write Registers
Both provides and consumers of distributed storage services can benefit ...
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Efficient Time-Evolving Stream Processing at Scale
Time-evolving stream datasets exist ubiquitously in many real-world appl...
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