Berkan Demirel

33 papers A* 2A 2B 1C 2Misc 1Journal 8Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis. COLING Workshops Ozan Bayer, Elif Nehir Ulu, Yasemin Sarkin, Ekrem Sütçü, Defne Buse Çelik, Alper Karamanlioglu, Ismail Karakaya, Berkan Demirel
2025	—	`conf`	Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation. COLING Workshops Kübranur Umar, Hakan Dogan, Onur Özcan, Ismail Karakaya, Alper Karamanlioglu, Berkan Demirel
2025	—	`conf`	Multilingual Domain Adaptation for Speech Recognition Using LLMs. TSD (1) Elif Nehir Ulu, Ece Derya, Duygu Tümer, Berkan Demirel, Alper Karamanlioglu
2025	Misc	`conf`	PoliStance-TR: A Dataset for Turkish Stance Detection in Political Domain. RANLP Muhammed Cihat Ünal, Yasemin Sarkin, Alper Karamanlioglu, Berkan Demirel
2024	—	`conf`	Cyber Intrusion Detection Using Shallow Neural Network with Generalized Attack-Sharing Loss. SIU Muhammed Cihat Ünal, Alper Karamanlioglu, Ismail Karakaya, Berkan Demirel
2024	—	`conf`	The Impact of Fine-Tuning in Embedding Models on Query-Dependent Retrieval Performance. SIU Berkin Alkan, Onur Özcan, Yahya Bahadir Karatas, Muhammed Cihat Ünal, Oguz Kolukisa, Ismail Karakaya, Alper Karamanlioglu, Berkan Demirel
2023	A*	`conf`	Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection. CVPR Berkan Demirel, Orhun Bugra Baran, Ramazan Gokberk Cinbis
2023	J	`jnl`	Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection. CoRR Berkan Demirel, Orhun Bugra Baran, Ramazan Gokberk Cinbis
2023	—	`—`	Object detection with minimal supervision (Asgari denetim ile nesne tespiti) Berkan Demirel
2022	J	`jnl`	Caption generation on scenes with seen and unseen object categories. Image Vis. Comput. Berkan Demirel, Ramazan Gokberk Cinbis
2021	J	`jnl`	Detection and Captioning with Unseen Object Classes. CoRR Berkan Demirel, Ramazan Gokberk Cinbis
2021	—	`conf`	Importance of Image Enhancement Methods for Fingerprint Recognition. SIU Anil Osman Tur, Berkay Selbes, Halil Ibrahim Öztürk, Ismail Karakaya, Berkan Demirel
2020	—	`conf`	HVLSeg: An Ensemble Model for Instance Segmentation on Satellite Images. SIU Ismail Karakaya, Berkan Demirel, Orkun Öztörk, Murat Bal, Emre Baseski
2019	C	`conf`	Comparison of Target Detection Performance for Radiance and Reflectance Domain in VNIR Hyperspectral Images. IGARSS Omer Ozdil, Ahmet Günes, Yunus Emre Esin, Berkan Demirel, Safak Ozturk
2019	—	`conf`	Hyperspectral Target Detection Using Long Short-Term Memory and Spectral Angle Mapper. SIU Berkan Demirel, Omer Özdil, Yunus Emre Esin, Safak Öztürk
2019	A	`conf`	Image Captioning with Unseen Objects. BMVC Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2019	J	`jnl`	Image Captioning with Unseen Objects. CoRR Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2019	B	`conf`	Learning Visually Consistent Label Embeddings for Zero-Shot Learning. ICIP Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2019	J	`jnl`	Learning Visually Consistent Label Embeddings for Zero-Shot Learning. CoRR Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2019	J	`jnl`	Segmentation-Aware Hyperspectral Image Classification. CoRR Berkan Demirel, Omer Ozdil, Yunus Emre Esin, Safak Ozturk
2018	—	`conf`	4-Stage Target Detection Approach In Hyperspectral Images. WHISPERS Omer Ozdil, Ahmet Günes, Yunus Emre Esin, Safak Ozturk, Berkan Demirel
2018	—	`conf`	Importance Of Band Selection For Ethene And Methanol Gas Detection In Hyperspectral Imagery. WHISPERS Safak Ozturk, Yunus Emre Esin, Yusuf Artan, Omer Ozdil, Berkan Demirel
2018	—	`conf`	Registration of push broom hyperspectral camera aerial images. SIU Yunus Emre Esin, Safak Ozturk, Ömer Özdil, Berkan Demirel
2018	C	`conf`	Representative Signature Generation for Plant Detection in Hyperspectral Images. IGARSS Omer Ozdil, Yunus Emre Esin, Berkan Demirel, Safak Ozturk
2018	—	`conf`	SPARK detection with thermal camera. SIU Omer Ozdil, Berkan Demirel, Yunus Emre Esin, Safak Ozturk
2018	A	`conf`	Zero-Shot Object Detection by Hybrid Region Embedding. BMVC Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2018	J	`jnl`	Zero-Shot Object Detection by Hybrid Region Embedding. CoRR Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2017	A*	`conf`	Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning. ICCV Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2017	J	`jnl`	Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning. CoRR Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis
2017	—	`conf`	Forming representative signature for vegetation detection in hyperspectral images. SIU Ömer Özdil, Yunus Emre Esin, Berkan Demirel
2017	—	`conf`	Vegetation detection with spatial segmentation and spectral indices. SIU Berkan Demirel, Yunus Emre Esin, Ömer Özdil
2016	—	`conf`	Hyperspectral image segmentation based on spatial model. SIU Berkan Demirel, Ömer Özdil, Yunus Emre Esin
2016	—	`conf`	Visual Saliency Estimation via Attribute Based Classifiers and Conditional Random Field. SIU Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis