Explaining Deep Neural Networks using Unsupervised Clustering

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Explaining Deep Neural Networks using Unsupervised Clustering

15 July 2020

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Papers citing "Explaining Deep Neural Networks using Unsupervised Clustering"

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Title
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks Tilman Raukur A. Ho Stephen Casper Dylan Hadfield-Menell AAML AI4CE 128 134 0 27 Jul 2022
ECLAD: Extracting Concepts with Local Aggregated Descriptors Andres Felipe Posada-Moreno N. Surya Sebastian Trimpe 61 13 0 09 Jun 2022
Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors Ashish Ramayee Asokan Nidarshan Kumar Anirudh Venkata Ragam S. Sharath 91 19 0 02 Feb 2022
Nearest Class-Center Simplification through Intermediate Layers Ido Ben-Shaul S. Dekel 95 27 0 21 Jan 2022
A Comprehensive Survey of Image-Based Food Recognition and Volume Estimation Methods for Dietary Assessment G. Tahir C. K. Loo 83 65 0 21 Jun 2021
Explainable Goal-Driven Agents and Robots -- A Comprehensive Review F. Sado C. K. Loo W. S. Liew Matthias Kerzel S. Wermter 98 52 0 21 Apr 2020