Visual Saliency Estimation via Attribute Based Classifiers and Conditional Random Field. - Berkan Demirel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis (SIU, 2016)

Hyperspectral image segmentation based on spatial model. - Berkan Demirel; Ömer Özdil; Yunus Emre Esin (SIU, 2016)

Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning. - Berkan Demirel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis (ICCV, 2017)

Vegetation detection with spatial segmentation and spectral indices. - Berkan Demirel; Yunus Emre Esin; Ömer Özdil (SIU, 2017)

Forming representative signature for vegetation detection in hyperspectral images. - Ömer Özdil; Yunus Emre Esin; Berkan Demirel (SIU, 2017)

Zero-Shot Object Detection by Hybrid Region Embedding. - Berkan Demirel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis (BMVC, 2018)

Representative Signature Generation for Plant Detection in Hyperspectral Images. - Omer Ozdil; Yunus Emre Esin; Berkan Demirel; Safak Ozturk (IGARSS, 2018)

Registration of push broom hyperspectral camera aerial images. - Yunus Emre Esin; Safak Ozturk; Ömer Özdil; Berkan Demirel (SIU, 2018)

SPARK detection with thermal camera. - Omer Ozdil; Berkan Demirel; Yunus Emre Esin; Safak Ozturk (SIU, 2018)

4-Stage Target Detection Approach In Hyperspectral Images. - Omer Ozdil; Ahmet Gunes; Yunus Emre Esin; Safak Ozturk; Berkan Demirel (WHISPERS, 2018)

Importance Of Band Selection For Ethene And Methanol Gas Detection In Hyperspectral Imagery. - Safak Ozturk; Yunus Emre Esin; Yusuf Artan; Omer Ozdil; Berkan Demirel (WHISPERS, 2018)

Image Captioning with Unseen Objects. - Berkan Demirel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis (BMVC, 2019)

Learning Visually Consistent Label Embeddings for Zero-Shot Learning. - Berkan Demirel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis (ICIP, 2019)

Comparison of Target Detection Performance for Radiance and Reflectance Domain in VNIR Hyperspectral Images. - Omer Ozdil; Ahmet Gunes; Yunus Emre Esin; Berkan Demirel; Safak Ozturk (IGARSS, 2019)

Hyperspectral Target Detection Using Long Short-Term Memory and Spectral Angle Mapper. - Berkan Demirel; Omer Özdil; Yunus Emre Esin; Safak Öztürk (SIU, 2019)

Segmentation-Aware Hyperspectral Image Classification. - Berkan Demirel; Omer Ozdil; Yunus Emre Esin; Safak Ozturk (CoRR, 2019)

HVLSeg: An Ensemble Model for Instance Segmentation on Satellite Images. - Ismail Karakaya; Berkan Demirel; Orkun Öztörk; Murat Bal; Emre Baseski (SIU, 2020)

Importance of Image Enhancement Methods for Fingerprint Recognition. - Anil Osman Tur; Berkay Selbes; Halil Ibrahim Öztürk; Ismail Karakaya; Berkan Demirel (SIU, 2021)

Detection and Captioning with Unseen Object Classes. - Berkan Demirel; Ramazan Gokberk Cinbis (CoRR, 2021)

Caption generation on scenes with seen and unseen object categories. - Berkan Demirel; Ramazan Gokberk Cinbis (Image Vis. Comput., 2022)

Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection. - Berkan Demirel; Orhun Bugra Baran; Ramazan Gokberk Cinbis (CVPR, 2023)

Object detection with minimal supervision (Asgari denetim ile nesne tespiti) - Berkan Demirel (2023)

The Impact of Fine-Tuning in Embedding Models on Query-Dependent Retrieval Performance. - Berkin Alkan; Onur Özcan; Yahya Bahadir Karatas; Muhammed Cihat Ünal; Oguz Kolukisa; Ismail Karakaya; Alper Karamanlioglu; Berkan Demirel (SIU, 2024)

Cyber Intrusion Detection Using Shallow Neural Network with Generalized Attack-Sharing Loss. - Muhammed Cihat Ünal; Alper Karamanlioglu; Ismail Karakaya; Berkan Demirel (SIU, 2024)

A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis. - Ozan Bayer; Elif Nehir Ulu; Yasemin Sarkin; Ekrem Sütçü; Defne Buse Çelik; Alper Karamanlioglu; Ismail Karakaya; Berkan Demirel (COLING Workshops, 2025)

Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation. - Kübranur Umar; Hakan Dogan; Onur Özcan; Ismail Karakaya; Alper Karamanlioglu; Berkan Demirel (COLING Workshops, 2025)

Multilingual Domain Adaptation for Speech Recognition Using LLMs. - Elif Nehir Ulu; Ece Derya; Duygu Tümer; Berkan Demirel; Alper Karamanlioglu (TSD (1), 2025)