Deep Learning
New computational algorithms make it possible to build neural networks with many input nodes and many layers, and distinguish "deep learning" of these networks from previous work on artificial neural nets.
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Modular Flows: Differential Molecular Generation
Neural Information Processing Systems
Molecular generation (Stokes et al., 2020) has
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5ea1649a31336092c05438df996a3e59-Paper.pdf
Neural Information Processing Systems
Modeling a system'stemporal behaviour in reaction to external stimuli is a fundamentalprobleminmanyareas.
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NAS-Bench-360: Benchmarking NeuralArchitectureSearchonDiverseTasks
Neural Information Processing Systems
This makesthe performance ofNAS approaches inmore diverse areas poorly understood.
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FT-AED: BenchmarkDatasetforEarlyFreeway TrafficAnomalousEventDetection
Neural Information Processing Systems
We also collect official crash reports from the Tennessee DepartmentofTransportation TrafficManagement Centerandmanuallylabelall other potential anomalies inthe dataset.
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