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Md Kamruzzaman Sarker

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

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Apr 21, 2024
Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md Kamruzzaman Sarker, Pascal Hitzler

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Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers

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Nov 21, 2023
Staphord Bengesi, Hoda El-Sayed, Md Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni

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Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning

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Aug 09, 2023
Abhilekha Dalal, Md Kamruzzaman Sarker, Adrita Barua, Eugene Vasserman, Pascal Hitzler

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Explaining Deep Learning Hidden Neuron Activations using Concept Induction

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Jan 23, 2023
Abhilekha Dalal, Md Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler

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Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge

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Sep 27, 2022
Cara Widmer, Md Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon Minnery, Pascal Hitzler, Joshua Schwartz, Michael Raymer

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Neuro-Symbolic Artificial Intelligence: Current Trends

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May 14, 2021
Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler

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Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication

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Mar 18, 2020
Abhishek Jana, Md Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T Amariucai

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Efficient Concept Induction for Description Logics

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Dec 08, 2018
Md Kamruzzaman Sarker, Pascal Hitzler

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Reasoning over RDF Knowledge Bases using Deep Learning

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Nov 09, 2018
Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler

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Relating Input Concepts to Convolutional Neural Network Decisions

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Nov 21, 2017
Ning Xie, Md Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael Raymer

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