Academic & Industry Research
Publications.
Academic papers focusing on distributed training parallelism and activation-aware model quantization on edge systems. Featured in NeurIPS and MLSys.
Journal / Workshop2026DOI: 10.3390/computers15010077
A Multimodal Transformer-Based Framework for Emotion Analysis in Multilingual Video Content
Authors: Yakut, S., Tuten, Y. T., Caglar, E., Aktas, M. S.
MDPI
Journal / Workshop2025DOI: 10.1007/978-3-031-64585-3
Facial Stress and Fatigue Recognition via Emotion Weighting: A Deep Learning Approach
Authors: Oskooei, A. R., Caglar, E., Yakut, S., Tuten, Y. T., Aktas, M. S.
Springer, Cham