Rawhatur Rabbi

Rawhatur Rabbi

Research Assistant at Brac University, passionate about deep learning and computer vision.

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Conference Papers

Peer‑Guided Optimization: Incorporating Collaborative Learning into Stochastic Optimization in Machine Learning

Published in 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, 2025

This paper introduces peer-guided optimization, a collaborative learning approach for stochastic optimization in machine learning.

Recommended citation: J. Datta, R. Rabbi, N. I. Rafin, and M. G. R. Alam (2025). "Peer‑Guided Optimization: Incorporating Collaborative Learning into Stochastic Optimization in Machine Learning." In 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, pp. 1‑6. IEEE. doi: 10.1109/ECCE64574.2025.11013057.
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Parameter‑Efficient Image Classification with Convolutional Spiking Neural Network via Fast Sigmoid Surrogate Gradient Descent

Published in 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, 2025

This paper presents a parameter-efficient image classification approach using convolutional spiking neural networks and fast sigmoid surrogate gradient descent.

Recommended citation: Datta, J., Sarwar, F. A., Rabbi, R., Saha, P., Alam, M. G. R., Uddin, J., & Zereen, A. N. (2025). "Parameter‑Efficient Image Classification with Convolutional Spiking Neural Network via Fast Sigmoid Surrogate Gradient Descent." In 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, pp. 1‑6. IEEE. doi: 10.1109/ECCE64574.2025.11013059.
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Wildfire Prediction using Convolutional Kolmogorov‑Arnold Network

Published in 2024 13th International Conference on Electrical and Computer Engineering (ICECE), 2024

This paper presents wildfire prediction using a convolutional Kolmogorov‑Arnold network.

Recommended citation: Rabbi, R., Datta, J., Ahmed, S., & Zereen, A. N. (2024). "Wildfire Prediction using Convolutional Kolmogorov‑Arnold Network." In 2024 13th International Conference on Electrical and Computer Engineering (ICECE) (pp. 667‑672). IEEE. DOI: https://doi.org/10.1109/ICECE64886.2024.11024794.
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Lightweight Custom CNNs Take on Corn Leaf Disease: Deep Learning for Plant Pathology

Published in 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife, Canary Islands, Spain, 2023

This paper presents lightweight custom CNNs for corn leaf disease detection using deep learning techniques.

Recommended citation: Arefin, M. Y., Rabbi, R., Turna, I. F., Zannat, Z., & Karim, D. Z. (2023). "Lightweight Custom CNNs Take on Corn Leaf Disease: Deep Learning for Plant Pathology." In Proceedings of the 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), IEEE. 19‑21 July 2023, Tenerife, Canary Islands, Spain. DOI: https://doi.org/10.1109/ICECCME57830.2023.10252315.
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