Sarker, Md Kamruzzaman

1. Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers
   2023/11/17 by Staphord Bengesi, Hoda El-Sayed, Bengesi, Staphord +9 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
2. Neuro-Symbolic Artificial Intelligence: Current Trends
   2021/05/11 by Md Kamruzzaman Sarker, Sarker, Md Kamruzzaman, Lu Zhou +5 · 9 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
3. Reasoning over RDF Knowledge Bases using Deep Learning
   2018/11/09 by Monireh Ebrahimi, Md Kamruzzaman Sarker, Ebrahimi, Monireh +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. Efficient Concept Induction for Description Logics
   2018/12/08 by Sarker, Md Kamruzzaman, Hitzler, Pascal · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO)
5. Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning
   2023/08/08 by Abhilekha Dalal, Md Kamruzzaman Sarker, Dalal, Abhilekha +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
6. On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis
   2024/04/21 by Abhilekha Dalal, Rushrukh Rayan, Dalal, Abhilekha +9 · 1 citation
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Neural Networks and Applications