On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis

21 April 2024

Papers citing "On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis"

7 / 7 papers shown

Title
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 66 0 0 23 Nov 2024
ConceptLens: from Pixels to Understanding Abhilekha Dalal Pascal Hitzler 18 0 0 04 Oct 2024
Error-margin Analysis for Hidden Neuron Activation Labels Abhilekha Dalal R. Rayan Pascal Hitzler FAtt 25 1 0 14 May 2024
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge Cara L. Widmer Md Kamruzzaman Sarker Srikanth Nadella Joshua L. Fiechter I. Juvina B. Minnery Pascal Hitzler Joshua Schwartz M. Raymer 26 7 0 27 Sep 2022
Concept Activation Regions: A Generalized Framework For Concept-Based Explanations Jonathan Crabbé M. Schaar 48 46 0 22 Sep 2022
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Natalia Díaz Rodríguez Alberto Lamas Jules Sanchez Gianni Franchi Ivan Donadello S. Tabik David Filliat P. Cruz Rosana Montes Francisco Herrera 45 60 0 24 Apr 2021
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 243 1,817 0 18 Aug 2016