Interpretability for Multimodal Emotion Recognition using Concept
Activation Vectors

Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors

2 February 2022

Ashish Ramayee Asokan

Nidarshan Kumar

Anirudh Venkata Ragam

Papers citing "Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors"

10 / 10 papers shown

Title
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu J. Liu N. Shah Ping Chen 91 2 0 18 Dec 2024
Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts Thomas Decker Michael Lebacher Volker Tresp FAtt 13 2 0 17 Oct 2023
Unsupervised discovery of Interpretable Visual Concepts Caroline Mazini Rodrigues Nicolas Boutry Laurent Najman FAtt 18 2 0 31 Aug 2023
Towards Interpretability in Audio and Visual Affective Machine Learning: A Review David S. Johnson Olya Hakobyan Hanna Drimalla 11 2 0 15 Jun 2023
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions N. Rodis Christos Sardianos Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Iraklis Varlamis Georgios Th. Papadopoulos 25 22 0 09 Jun 2023
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier Francesco Foscarin Katharina Hoedt Verena Praher A. Flexer Gerhard Widmer 18 11 0 26 Aug 2022
VISTANet: VIsual Spoken Textual Additive Net for Interpretable Multimodal Emotion Recognition Puneet Kumar Sarthak Malik Balasubramanian Raman Xiaobai Li 13 2 0 24 Aug 2022
Learning Unsupervised Hierarchies of Audio Concepts Darius Afchar Romain Hennequin Vincent Guigue 32 2 0 21 Jul 2022
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 159 64 0 05 May 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,253 0 16 Jan 2013