11 items found

Types: Method Licenses: Academic Free License 3.0 Associate Project: FAIR

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    Method

    Private LatentOut

    Tensorflow Implementation of LatentOut This repository provides a Tensorflow implementation of the LatentOut framework for anomaly detection. It is an extension of VAEOut, an...

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    Private AutoEncoder-based eXplainable Anomaly Detection (AE-XAD)

    AE-XAD This repository contains the code of the AE-XAD method (authored by Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina and Simona Nisticò). Dataset Dataset classes are...

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    Private AE-SAD

    Tensorflow implementation of AE-SAD This repository provides a Tensorflow implementation of the AE-SAD method for (semi-)supervised anomaly detection. Citation and Contact...
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    AspenPlus: ASP-based Implementation for Collective Entity Resolution with Glo...

    This is an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the classical relational database setting,...
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    CPG: Constrained Policy Gradient

    CPG is a reinforcement learning algorithm thought for solving continuous control problems with user defined or structural constraints. CPG has two versions, C-PGPE and C-PGAE,...
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    Best Arm Identification for Stochastic Rising Bandits

    We propose two algorithms, R-UCBE and R-SR, performing best arm identification in the stochastic rising bandit setting, thought for modeling the combined algorithm selection...
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    Neural Networks for Sparse Grid-Based Discontinuity Detectors

    In this repository, we publish the codes necessary to load and use the NN-based discontinuity detectors, presented for the first time in the preprint: Graph-Informed Neural...
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    Onboard deep lossless and near-lossless predictive coding of hyperspectral im...

    Code for "Onboard deep lossless and near-lossless predictive coding of hyperspectral images with line-based attention" paper. The method implements a low-complexity neural...
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    Private neuroAnDetect

    Semi-supervised approach to anomaly detection for neuro-imaging. The method generates segmentation of abnormal tissues that can be used to support medical reporting. The...

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    Private ASPen: ASP-based Implementation for Collective Entity Resolution

    This is an Answer Set Programming (ASP) encoding for LACE, which is a novel declarative approach to Collective Entity Resolution in the classical relational database setting....
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    Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual featu...

    Neuro-symbolic integration aims at harnessing the power of symbolic knowledge representation combined with the learning capabilities of deep neural networks. In particular,...
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