3 papers
cs.CV2025
Cross-Architecture Knowledge Distillation (KD) for Retinal Fundus Image Anomaly Detection on NVIDIA Jetson Nano
Berk Yilmaz, Aniruddh Aiyengar
Early and accurate identification of retinal ailments is crucial for averting ocular decline; however, access to dependable diagnostic devices is not often available in low-resourc…
cs.AI2025
Deep Reinforcement Learning Xiangqi Player with Monte Carlo Tree Search
Berk Yilmaz, Junyu Hu, Jinsong Liu
This paper presents a Deep Reinforcement Learning (DRL) system for Xiangqi (Chinese Chess) that integrates neural networks with Monte Carlo Tree Search (MCTS) to enable strategic s…
cs.CY2025
Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing
Berk Yilmaz, Huthaifa I. Ashqar
The recent advances in large language models (LLMs) have revolutionized industries such as finance, marketing, and customer service by enabling sophisticated natural language proce…