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The Role of Expert-driven Prompt Engineering for Fine-grained Zero-shot Classification in Fashion

Published in NeurIPS WiML, 2022

Fine-grained zero-shot learning for fashion classification using prompt-engineered vision-language models.

Recommended citation: Balaram, D., Nokleby, M., Ramanathan, T., Gupta, A. The Role of Expert-driven Prompt Engineering. NeurIPS 2022 WiML.
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Promoting Individualized Learning: The Effectiveness of Peer Teaching Pedagogy

Published in T4E 2023, 2023

The study investigates the effectiveness of Peer Teaching in promoting individualized learning and enhancing students’ foundational numeracy outcomes

Recommended citation: Daniel, A., Narayanan, P. and Balaram, D. (2023) ‘Promoting Individualized Learning: The Effectiveness of Peer Teaching Pedagogy’. International Conference on Technology 4 Education (T4E) 2023 (T4E), Zenodo, pp. 65–71. doi: 10.5281/zenodo.14799441.
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Graph-based Two-level Clustering for Electric Vehicle Usage Patterns

Published in Energy and AI, 2025

A two-level clustering framework for electric vehicle driving and charging patterns.

Recommended citation: Balaram, D., Dufford, B., Martin, S., Negoita, G. A., Yen, M., & Paxton, W. A. (2025). Graph-based two-level clustering for electric vehicle usage patterns. Energy and AI, 100539. doi: 10.1016/j.egyai.2025.100539.
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Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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