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03/31/2023
POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems
Neural networks (NNs) playing the role of controllers have demonstrated ...
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06/11/2022
Sampling-based Estimation of the Number of Distinct Values in Distributed Environment
In data mining, estimating the number of distinct values (NDV) is a fund...
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03/11/2022
Integrating Dependency Tree Into Self-attention for Sentence Representation
Recent progress on parse tree encoder for sentence representation learni...
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03/11/2022
PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling
Graph Convolutional Networks (GCNs) achieve great success in non-Euclide...
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03/08/2022
Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations
Building robust and general dialogue models for spoken conversations is ...
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08/11/2018
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising
In online advertising, the Internet users may be exposed to a sequence o...
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10/10/2016