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Meem Arafat Manab
Meem Arafat Manab
Research Staff and Postgraduate Student, Dublin City University; Lecturer on Leave, BRAC University
Verified email at bracu.ac.bd - Homepage
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Year
RNN Variants vs Transformer Variants: Uncertainty in Text Classification with Monte Carlo Dropout
MF Islam, FB Rahman, S Zabeen, MA Islam, MS Hossain, MHK Mehedi, ...
2022 25th International Conference on Computer and Information Technology …, 2022
42022
InvoPotNet: Detecting Pothole from Images through Leveraging Lightweight Involutional Neural Network
JJ Mondal, MF Islam, S Zabeen, MA Manab
2022 25th International Conference on Computer and Information Technology …, 2022
32022
How Certain are Transformers in Image Classification: Uncertainty Analysis with Monte Carlo Dropout
MF Islam, S Zabeen, MA Islam, FB Rahman, A Ahmed, DZ Karim, ...
Fifteenth International Conference on Machine Vision (ICMV 2022) 12701, 158-165, 2023
22023
UnIC-Net: Uncertainty Aware Involution-Convolution Hybrid Network for Two-level Disease Identification
MF Islam, S Zabeen, FB Rahman, MA Islam, FB Kibria, MA Manab, ...
SoutheastCon 2023, 305-312, 2023
12023
Spatially Optimized Compact Deep Metric Learning Model for Similarity Search
MF Islam, MT Reza, MA Manab, MRH Mahin, S Zabeen, J Noor
arXiv preprint arXiv:2404.06593, 2024
2024
Eternal Sunshine of the Mechanical Mind: The Irreconcilability of Machine Learning and the Right to be Forgotten
MA Manab
arXiv preprint arXiv:2403.05592, 2024
2024
Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network
JJ Mondal, MF Islam, R Islam, NK Rhidi, S Newaz, MA Manab, ...
Scientific Reports 14 (1), 1627, 2024
2024
Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder
MF Islam, MA Manab, JJ Mondal, S Zabeen, FB Rahman, MZ Hasan, ...
arXiv preprint arXiv:2401.03575, 2024
2024
Investigating Global Venture Capital Investment: Literature Review, Cross-Country Insights, and a Bangladesh Case Study
F Islam, MA Manab
Social Science Research Network, 2023
2023
Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm
SM Labib, JJ Mondal, MA Manab
arXiv preprint arXiv:2310.13019, 2023
2023
Unmasking the Invisible: Finding Location-Specific Aggregated Air Quality Index with Smartphone-Captured Images
JJ Mondal, MF Islam, R Islam, NK Rhidi, ABM Islam, MA Manab, J Noor
arXiv preprint arXiv:2308.03200, 2023
2023
Exploring Node Classification Uncertainty in Graph Neural Networks
MF Islam, S Zabeen, FB Rahman, MA Islam, FB Kibria, MA Manab, ...
Proceedings of the 2023 ACM Southeast Conference, 186-190, 2023
2023
Finding location-specific aggregated air quality index with smartphone images using deep convolutional neural network
JJ Mondal, NK Rhidi
Brac University, 2023
2023
Does A Support Role Player really Create Difference towards Triumph? Analyzing Individual Performances of Specific Role Players to Predict Victory in League of Legends
JJ Mondal, A Zahin, MA Manab, MZ Hasan
2022 25th International Conference on Computer and Information Technology …, 2022
2022
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