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Convolutional Neural Networks or Vision Transformers: Who Will Win the Race for Action Recognitions in Visual Data?
Moutik, Oumaima, Sekkat, Hiba, Tigani, Smail, Chehri, Abdellah, Saadane, Rachid, Tchakoucht, Taha Ait, Paul, Anand
Published in Sensors (Basel, Switzerland) (09.01.2023)
Published in Sensors (Basel, Switzerland) (09.01.2023)
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MR electrical properties mapping using vision transformers and canny edge detectors
Giannakopoulos, Ilias I., Carluccio, Giuseppe, Keerthivasan, Mahesh B., Koerzdoerfer, Gregor, Lakshmanan, Karthik, De Moura, Hector L., Cruz Serrallés, José E., Lattanzi, Riccardo
Published in Magnetic resonance in medicine (01.03.2025)
Published in Magnetic resonance in medicine (01.03.2025)
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LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation
Chaudhary, Muhammad F. A., Gerard, Sarah E., Christensen, Gary E., Cooper, Christopher B., Schroeder, Joyce D., Hoffman, Eric A., Reinhardt, Joseph M.
Published in IEEE transactions on medical imaging (01.07.2024)
Published in IEEE transactions on medical imaging (01.07.2024)
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A two-stage neural network approach for heat flux quantification from boiling images using vision transformers and transfer learning
Wu, Mengqi, Gui, Nan, Chen, Zeliang, Yang, Xingtuan, Tu, Jiyuan, Jiang, Shengyao
Published in International journal of heat and mass transfer (01.08.2025)
Published in International journal of heat and mass transfer (01.08.2025)
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Muscle Cross-Sectional Area Segmentation in Transverse Ultrasound Images Using Vision Transformers
Katakis, Sofoklis, Barotsis, Nikolaos, Kakotaritis, Alexandros, Tsiganos, Panagiotis, Economou, George, Panagiotopoulos, Elias, Panayiotakis, George
Published in Diagnostics (Basel) (06.01.2023)
Published in Diagnostics (Basel) (06.01.2023)
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Detection and classification of surface defects on hot-rolled steel using vision transformers
Vasan, Vinod, Sridharan, Naveen Venkatesh, Vaithiyanathan, Sugumaran, Aghaei, Mohammadreza
Published in Heliyon (15.10.2024)
Published in Heliyon (15.10.2024)
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Personalized Speech Emotion Recognition in Human-Robot Interaction Using Vision Transformers
Mishra, Ruchik, Frye, Andrew, Rayguru, Madan M., Popa, Dan O.
Published in IEEE robotics and automation letters (01.05.2025)
Published in IEEE robotics and automation letters (01.05.2025)
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Fast and Interpretable Face Identification for Out-Of-Distribution Data Using Vision Transformers
Phan, Hai, Le, Cindy X., Le, Vu, He, Yihui, Nguyen, Anh Totti
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (03.01.2024)
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (03.01.2024)
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Head and Neck Cancer Segmentation in FDG PET Images: Performance Comparison of Convolutional Neural Networks and Vision Transformers
Xiong, Xiaofan, Smith, Brian J., Graves, Stephen A., Graham, Michael M., Buatti, John M., Beichel, Reinhard R.
Published in Tomography (Ann Arbor) (01.10.2023)
Published in Tomography (Ann Arbor) (01.10.2023)
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Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization
Fan, Rui, Alipour, Kamran, Bowd, Christopher, Christopher, Mark, Brye, Nicole, Proudfoot, James A, Goldbaum, Michael H, Belghith, Akram, Girkin, Christopher A, Fazio, Massimo A, Liebmann, Jeffrey M, Weinreb, Robert N, Pazzani, Michael, Kriegman, David, Zangwill, Linda M
Published in Ophthalmology science (Online) (01.03.2023)
Published in Ophthalmology science (Online) (01.03.2023)
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Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions
Fan, Rui, Alipour, Kamran, Bowd, Christopher, Christopher, Mark, Brye, Nicole, Proudfoot, James A., Goldbaum, Michael H., Belghith, Akram, Girkin, Christopher A., Fazio, Massimo A., Liebmann, Jeffrey M., Weinreb, Robert N., Pazzani, Michael, Kriegman, David, Zangwill, Linda M.
Published in Ophthalmology science (Online) (01.03.2023)
Published in Ophthalmology science (Online) (01.03.2023)
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