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portfolio

publications

Eye Ailment Detection Using Deep Learning

Published in Undergraduate Research Project, 2022

A state-of-the-art deep learning approach for automated detection of eye pathologies using convolutional neural networks.

Recommended citation: Gholizadeh, M.S. (2022). "Eye Ailment Detection Using Deep Learning." Shahid Rajaee Teacher Training University.
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Extraction of Cover Density Map of Rice Seedlings

Published in Undergraduate Research Project, 2023

Automated detection of rice seedlings in UAV imagery using transfer learning and Faster R-CNN for precision agriculture applications.

Recommended citation: Gholizadeh, M.S. (2023). "Extraction of Cover Density Map of Rice Seedlings." Shahid Rajaee Teacher Training University.
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Implicit Chain of Thought in Large Language Models

Published in Research Collaboration, 2024

Training language models to reason internally using hidden states rather than explicit verbalization, with focus on mathematical operations.

Recommended citation: Deng, Y., et al. (2024). "Implicit Chain of Thought Reasoning via Knowledge Distillation." arXiv preprint.
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talks

teaching

Teaching Assistant - Database Systems Concepts

Undergraduate course, Shahid Rajaee Teacher Training University, Computer Engineering Department, 2020

Served as Teaching Assistant for Database Systems Concepts under Dr. Negin Daneshpour.