2025
Improved Colorectal Gland Segmentation in Histopathology Images with Adaptive Resizer-Enhanced U-Net Models

Ekrem Fidan and Abdurrahman Gumus

Neural Computing and Applications, Manuscript Accepted
2025
Vision-language model approach for few-shot learning of attention deficit hyperactivity disorder using EEG connectivity-based featured images

Mehmet Sergen Catal, Abdurrahman Gumus, Ozlem Karabiber Cura, Ocan Aydin and Mehmet Zubeyir Ünlü

Machine Learning: Science and Technology link
2025
Vision Transformers-Based Deep Feature Generation Framework for Hydatid Cyst Classification in Computed Tomography Images

Metin Sagik and Abdurrahman Gumus

Journal of Imaging Informatics in Medicine link
2025
Vis-Assist: computer vision and haptic feedback-based wearable assistive device for visually impaired

Ibrahim Dede and Abdurrahman Gumus

Journal on Multimodal User Interfaces link
2025
CollabPersona: A Framework for Collaborative Decision Analysis in Persona Driven LLM-Based Multi-Agent Systems

Onat Arda Tamer and Abdurrahman Gumus

2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP) link
2025
Semantic Guided Autoregressive Diffusion Based Data Augmentation Using Visual Instructions

Ege Yavuzcan, Omer Kus and Abdurrahman Gumus

2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS) link
2025
Iterative Semantic Refinement: A Vision Language Model-Driven Approach to Auto-Regressive Image Editing

Omer Kus, Ege Yavuzcan and Abdurrahman Gumus

2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS) link
2025
Current sensing in phase-OTDR systems using deep learning

Muhammet Cagri Yeke, Samil Sirin, Kivilcim Yuksel and Abdurrahman Gumus

29th International Conference on Optical Fiber Sensors, SPIE link
2024
Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images.

Burak Aktas, Doga Deniz Ates, Okan Duzyel and Abdurrahman Gumus

International Journal of Machine Learning and Cybernetics link
2024
AutoReason: Automatic Few-Shot Reasoning Decomposition

Arda Sevinc and Abdurrahman Gumus

arXiv preprint arXiv:2412.06975 arXiv
2024
Classification of Microscopic Fungi Images Using Vision Transformers for Enhanced Detection of Fungal Infections

Abdurrahman Gumus

Turkish Journal of Nature and Science link
2023
Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

Ceyhun Efe Kayan, Talha Enes Koksal, Arda Sevinc and Abdurrahman Gumus

arXiv
2023
Real Time Computer Vision Based Robotic Arm Controller with ROS and Gazebo Simulation Environment

Egemen Aksoy, Arif Dorukan Çakır, Berat Alper Erol and Abdurrahman Gumus

14th International Conference on Electrical and Electronics Engineering (ELECO) link
2023
Ethereum Blockchain Smart Contract Vulnerability Detection Using Deep Learning

Huseyin Okan Demir, Sule Zeynep Parlat and Abdurrahman Gumus

2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS) link
2023
Open-Source Visual Target-Tracking System Both on Simulation Environment and Real Unmanned Aerial Vehicles.

Celil Yılmaz, Abdulkadir Ozgun, Berat Alper Erol and Abdurrahman Gumus

International Congress of Electrical and Computer Engineering, Cham: Springer Nature Switzerland link
2023
Adaptive resizer-based transfer learning framework for the diagnosis of breast cancer using histopathology images

Okan Duzyel, Mehmet Sergen Catal, Ceyhun Efe Kayan, Arda Sevinc and Abdurrahman Gumus

Signal, Image, and Video Processing link
2023
Real-time superficial vein imaging system for observing abnormalities on vascular structures

Ayse Altay and Abdurrahman Gumus

Multimedia Tools and Applications link
2023
Intensity and phase stacked analysis of a Φ-OTDR system using deep transfer learning and recurrent neural networks

Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan and Abdurrahman Gumus

Applied Optics link

Improved Colorectal Gland Segmentation in Histopathology Images with Adaptive Resizer-Enhanced U-Net Models

Vision-language model approach for few-shot learning of attention deficit hyperactivity disorder using EEG connectivity-based featured images

Vision Transformers-Based Deep Feature Generation Framework for Hydatid Cyst Classification in Computed Tomography Images

Vis-Assist: computer vision and haptic feedback-based wearable assistive device for visually impaired

CollabPersona: A Framework for Collaborative Decision Analysis in Persona Driven LLM-Based Multi-Agent Systems

Semantic Guided Autoregressive Diffusion Based Data Augmentation Using Visual Instructions

Iterative Semantic Refinement: A Vision Language Model-Driven Approach to Auto-Regressive Image Editing

Current sensing in phase-OTDR systems using deep learning

Diffusion-based data augmentation methodology for improved performance in ocular disease diagnosis using retinography images.

AutoReason: Automatic Few-Shot Reasoning Decomposition

Classification of Microscopic Fungi Images Using Vision Transformers for Enhanced Detection of Fungal Infections

Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

Real Time Computer Vision Based Robotic Arm Controller with ROS and Gazebo Simulation Environment

Ethereum Blockchain Smart Contract Vulnerability Detection Using Deep Learning

Open-Source Visual Target-Tracking System Both on Simulation Environment and Real Unmanned Aerial Vehicles.

Adaptive resizer-based transfer learning framework for the diagnosis of breast cancer using histopathology images

Real-time superficial vein imaging system for observing abnormalities on vascular structures

Intensity and phase stacked analysis of a Φ-OTDR system using deep transfer learning and recurrent neural networks

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