Faculty Profiles

Irani, H., & Metsis, V. (2025). Positional encoding in transformer-based time series models: a survey. arXiv preprint arXiv:2502.12370. arXiv.org. https://doi.org/10.48550/arXiv.2502.12370

Kermani, A., Irani, H., & Metsis, V. (2025). Finetuning Pre-trained Language Models for Bidirectional Sign Language Gloss to Text Translation. In Proceedings of the Workshop on Sign Language Processing (WSLP) (pp. 73--81). IIT Bombay, Mumbai, India (Co-located with IJCNLP--AACL 2025): Association for Computational Linguistics. Retrieved from https://aclanthology.org/2025.wslp-main.11/

Irani, H., & Metsis, V. (2025). DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers. arXiv. arXiv.org. https://doi.org/10.48550/arXiv.2509.14640

Irani, H., & Metsis, V. (2024). Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy. In The 37th International FLAIRS Conference (Vol. 37). University of Florida George A Smathers Libraries. https://doi.org/10.32473/flairs.37.1.135583