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arXiv
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K-Athena: a performance portable structured grid finite volume magnetohydrodynamics code.
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Solving Irregular and Data-enriched Differential Equations using Deep Neural Networks.
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FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction...
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Type II critical behavior of gravitating magnetic monopoles.
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Active Embedding Search via Noisy Paired Comparisons.
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Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of...
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Fast and Secure Distributed Learning in High Dimension.
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Efficient video indexing for monitoring disease activity and progression in the upper gas...
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Multi-Pass Q-Networks for Deep Reinforcement Learning with Parameterised Action Spaces.
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Statistical inference with anchored Bayesian mixture of regressions models: A case study...
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Energy-Aware Scheduling of Task Graphs with Imprecise Computations and End-to-End Deadlines.
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Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks.
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Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks.
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Prediction and outlier detection: a distribution-free prediction set with a balanced obje...
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Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training.
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PAC Statistical Model Checking for Markov Decision Processes and Stochastic Games.
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Language-Conditioned Graph Networks for Relational Reasoning.
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Performance of the Muon $g-2$ calorimeter and readout systems measured with test beam data.
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A Distributed Approach towards Discriminative Distance Metric Learning.
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Graph U-Nets.
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