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A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis2025 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yuli Wu, Fucheng Liu, Rüveyda Yilmaz, Henning Konermann, Peter Walter, Johannes Stegmaier
0citations -
An Asymmetric Cycle-Consistency Loss for Dealing with Many-to-One Mappings in Image Translation: A Study on Thigh MR Scans2020 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Michael Gadermayr, Maximilian Tschuchnig, Dorit Merhof, Nils Krämer, Daniel Truhn, Burkhard Gess
0citations -
Exploration of the UMAP Algorithm for Assessment of Similarity between Synthetic and Real-world Image Datasets2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Computer Science Domain Adaptation and Few-Shot Learning
Alexander Moriz, Gabriel Ochoa de Zabalegui Apraiz, Dominik Wolfschläger, Amon Göppert, Robert Heinrich Schmitt
0citations -
Vector-Quantized Latent Flows for Medical Image Synthesis and Out-Of-Distribution Detection2023 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Jakob Nikolas Kather, Johannes Stegmaier, +2 more
0citations -
Fine-Grained HDR Image Quality Assessment From Noticeably Distorted to Very High Fidelity2025 International Conference on Quality of Multimedia Experience (QoMEX) conference-paper Computer Science Image and Video Quality Assessment Open access
Mohsen Jenadeleh, Jon Sneyers, Davi Nachtigall Lazzarotto, Shima Mohammadi, Dominik Keller, Atanas Boev, +7 more
1citations -
AI Species Identification Using Image and Sound Recognition for Citizen Science, Collection Management and Biomonitoring: From Training Pipeline to Large-Scale Models2024 Biodiversity Information Science and Standards article Computer Science Advanced Neural Network Applications Open access
Laurens Hogeweg, Django Brunink, Khadija Ezzaki-Chokri, Wilfred Gerritsen, Rita Pucci, Burooj Ghani, +2 more
3citations -
Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
4citations -
Towards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process2022 International Journal of Computer Integrated Manufacturing article Computer Science Advanced Image Processing Techniques Open access
Song Zhang, Tongfang Fu, Anne Jahn, Andreas Collet, Johannes Henrich Schleifenbaum
10citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more
20citations -
V‐UNet: Medical Image Segmentation Based on Variational Attention Mechanism2025 CAAI Transactions on Intelligence Technology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Yang Zhang, Qiang Yang, Li Tian, Fanghong Zhang, Yu Ren, Yinhao Li, +1 more
2citations -
A novel 3D image registration technique for augmented reality vision in minimally invasive thoracoscopic pulmonary segmentectomy2024 International Journal of Computer Assisted Radiology and Surgery article Computer Science Augmented Reality Applications Open access
Jette J. Peek, Xucong Zhang, Klaus Hildebrandt, Samuel A Max, Amir H. Sadeghi, Ad J.J.C. Bogers, +1 more
12citations -
Optimizing VLP-aligned Multimodal Intent Representation with Correct Visual Instantiation for Zero-Shot Composed Image Retrieval2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access
Xuri Ge, Chunhao Wang, Junchen Fu, Haokun Wen, Zhiwei Xu, Ying Zhou, +4 more
0citations -
Your ViT is Secretly an Image Segmentation Model2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access
Tommie Kerssies, Niccolò Cavagnero, Alexander Hermans, Narges Norouzi, Giuseppe Averta, Bastian Leibe, +2 more
39citations -
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Advanced Neural Network Applications
M. Arda Aydın, Efe Mert Çırpar, Elvin Abdinli, Gozde Una, Yusuf H. Şahin
3citations