33 items found

Associate Project: FAIR

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    Method

    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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    Dataset

    Private Acoustic Emission dataset for impact localization: numerical and experimental...

    Simulated AE signals based on a ray-tracing algorithm taking into consideration reflections with the mechanical boundaries of the medium (reflection up to the 4th order),...
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    Dataset

    Private Word-in-Context task for Italian

    The general goal of the WiC-ITA task is to establish whether a word w occurring in two different sentences, s_1 and s_2, has the same meaning or not. In particular, our task...
  • Dataset

    PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic S...

    We introduce the PaintNet dataset to accelerate research on supervised learning for multi-path prediction conditioned on free-shape 3D objects. PaintNet includes more than 800...
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  • Dataset

    DELTA: Dense Electromyography for Long-Term Adaptive control

    The DELTA dataset, namely ”Dense Electromyography for Long-Term Adaptive control”, holds significance in the realm of prosthetic applications, featuring High Density surface...
    • The resource: 'DELTA: Dense ...' is not accessible as guest user. You must login to access it!
  • Dataset

    Integrating Direct Intracranial Stimulation with the Human Connectome

    Cortical and subcortical direct electrical stimulation (DES) coordinates in MNI space, anonymized patients’ demographic data, and aggregated functional maps for the 12...
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  • Method

    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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  • Method

    A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task P...

    Human comprehension of a video stream is naturally broad: in a few instants, we are able to understand what is happening, the relevance and relationship of objects, and...
    • The resource: 'EgoPack' is not accessible as guest user. You must login to access it!
  • Method

    PEM: Prototype-based Efficient MaskFormer for Image Segmentation

    Prototype-based Efficient MaskFormer (PEM) is an efficient transformer-based architecture that can operate in multiple segmentation tasks. PEM proposes a novel prototype-based...
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  • Method

    Bringing Online Egocentric Action Recognition into the wild

    To enable a safe and effective human-robot cooperation, it is crucial to develop models for the identification of human activities. Egocentric vision seems to be a viable...
    • The resource: 'EgoWild' is not accessible as guest user. You must login to access it!
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    Method

    Private Multi-Start Optimization Neural Networks

    In this repository, we publish the codes necessary to implement the Multi-Start Optimization Neural Networks (MSO-NNs), presented fin the paper: Automatic...
  • Method

    Graph-Informed Neural Networks

    In this repository, we publish the codes necessary to implement the Graph-Informed Neural Networks (GINNs), presented for the first time in the paper: Graph-Informed Neural...
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    Application

    Private Generative Datalog

    Generative Datalog is an extension of Datalog that incorporates constructs for referencing parameterized probability distributions. This augmentation transforms the evaluation...
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    Method

    Private Alternate Training for Multi-Task Neural Networks

    In this repository, we publish the code used to implement the Alternate Training through the Epochs (ATE) procedure for training Multi-Task Neural Networks (MTNN) presented in...
  • Dataset

    Human and mouse gene regulatory networks

    The dataset was built by considering gene expression data related to 6 different organs (liver, lung, brain, skin, bone marrow, heart), obtained by control samples available...
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  • Dataset

    Stroke and sepsi

    The considered stroke dataset (DOI:10.17632/x8ygrw87jw.1, DOI:10.1016/j.artmed.2019.101723) was pre-processed by removing attributes with more than 30% missing values, by...
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  • Dataset

    Bark Beetle Outbreak Czech Republic

    Repository containing satellite dataset created for bark beetle outbreak detection in satellite (Sentinel-1 and Sentinel-2) images. The dataset refer to scenes observed in...
    • The resource: 'Czech Republic' is not accessible as guest user. You must login to access it!
  • Dataset

    EUR-Lex MOSTA

    This dataset contains 4176 non-empty official public EU legal judgments that were finalized between 2008 and 2018, categorized in one or more subject matters, that fall within...
    • ZIP
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    Application

    Private mamtorch library

    Python Multiply-And-Max/min (MAM) torch-compatible kernel library (https://github.com/SSIGPRO/mamtorch). With this library, it is possible to substitute standard neurons with...
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    Dataset

    Private Vegetation of a basin of the Po river Dataset

    We provide two climatological dataset composed by D = 136 (with 1038 samples) and D = 1991 (with 981 samples) continuous climatological features and a scalar target, which...
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