Bagci, Ulas

22 publications

MIDL 2026 CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization Linkai Peng, Cuiling Sun, Zheyuan Zhang, Wanying Dou, Halil Ertugrul Aktas, Andrea M Bejar, Elif Keles, Tamas Gonda, Michael B Wallace, Zongwei Zhou, Gorkem Durak, Rajesh N Keswani, Ulas Bagci

MIDL 2026 Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation Minh H. N. Le, Khanh T. Q. Le, Tuan Vinh, Thanh-Huy Nguyen, Han H. Huynh, Khoa D. Pham, Anh Mai Vu, Hien Q. Kha, Phat K. Nguyen, Ulas Bagci, Min Xu, Carl Yang, Phat K. Huynh, Nguyen Quoc Khanh Le

MIDL 2026 WFM: 3D Wavelet Flow Matching for Ultrafast Multi-Modal MRI Synthesis Yalcin Tur, Mihajlo Stojkovic, Ulas Bagci

CVPRW 2025 Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Akshay Chaudhari, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Drew A. Torigian, Jayaram K. Udupa, Elizabeth A. Krupinski, Ulas Bagci

WACV 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation Under Degradation Sanaz Karimijafarbigloo, Sina Ghorbani Kolahi, Reza Azad, Ulas Bagci, Dorit Merhof

MIDL 2025 MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers Gayatri Deshmukh, Onkar Kishor Susladkar, Debesh Jha, Elif Keles, Halil Ertugrul Aktas, Alpay Medetalibeyoglu, Daniela P. Ladner, Amir A. Borhani, Gorkem Durak, Ulas Bagci

WACV 2025 Optimizing Neural Network Effectiveness via Non-Monotonicity Refinement Koushik Biswas, Amit Reza, Meghana Karri, Debesh Jha, Hongyi Pan, Nikhil Tomar, Aliza Subedi, Smriti Regmi, Ulas Bagci

ICLR 2025 Order-Aware Interactive Segmentation Bin Wang, Anwesa Choudhuri, Meng Zheng, Zhongpai Gao, Benjamin Planche, Andong Deng, Qin Liu, Terrence Chen, Ulas Bagci, Ziyan Wu

WACV 2025 Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation Meghana Karri, Amit Soni Arya, Koushik Biswas, Nicolo Gennaro, Vedat Cicek, Gorkem Durak, Yury S. Velichko, Ulas Bagci

ICCV 2025 ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar, Gayatri Deshmukh, Yalcin Tur, Gorkem Durak, Ulas Bagci

ICCV 2025 VideoAds for Fast-Paced Video Understanding Zheyuan Zhang, Wanying Dou, Linkai Peng, Hongyi Pan, Ulas Bagci, Boqing Gong

WACV 2024 Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof

CVPRW 2024 ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation Vanshali Sharma, Abhishek Kumar, Debesh Jha, Manas Kamal Bhuyan, Pradip K. Das, Ulas Bagci

WACV 2024 Domain Generalization with Correlated Style Uncertainty Zheyuan Zhang, Bin Wang, Debesh Jha, Ugur Demir, Ulas Bagci

WACV 2024 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew Torigian, Baris Turkbey, Elizabeth Krupinski, Jayaram Udupa, Ulas Bagci

WACV 2024 INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci

CVPRW 2024 PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation Md Mostafijur Rahman, Mustafa Munir, Debesh Jha, Ulas Bagci, Radu Marculescu

WACV 2024 SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation Vandan Gorade, Sparsh Mittal, Debesh Jha, Ulas Bagci

CVPRW 2023 DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi

NeurIPSW 2023 GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci

CVPRW 2023 Real-Time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8 Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi

ICCVW 2023 Self-Supervised Semantic Segmentation: Consistency over Transformation Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof