2 papers
cs.CL2026
Domain Specific Specialization in Low-Resource Settings: The Efficacy of Offline Response-Based Knowledge Distillation in Large Language Models
Erdem Aslan, Pakize Erdoğmuş
Large Language Models (LLMs) excel in general tasks but often struggle with hallucinations when handling domain-specific or institutional knowledge absent from their pre-training.…
cs.CV2025
The Impact of Image Resolution on Face Detection: A Comparative Analysis of MTCNN, YOLOv XI and YOLOv XII models
Ahmet Can Ömercikoğlu, Mustafa Mansur Yönügül, Pakize Erdoğmuş
Face detection is a crucial component in many AI-driven applications such as surveillance, biometric authentication, and human-computer interaction. However, real-world conditions…