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How Much Self-Attention Do We Needƒ Trading Attention for Feed-Forward Layers2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis cited by 2 patents
Kazuki Irie, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney
4citations -
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, +2 more
248citations -
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
6citations -
Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation2023 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques
Yicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan C. van Gemert
0citations -
Exploring A Zero-Order Direct Hmm Based on Latent Attention for Automatic Speech Recognition2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis
Parnia Bahar, Nikita Makarov, Albert Zeyer, Ralf Schlüter, Hermann Ney
5citations -
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, +5 more
2citations -
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection
Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara M. Klinkhammer, Peter Boor, +3 more
3citations -
Neural posterior estimation of the neutrino direction in IceCube using transformer-encoded normalizing flows on the sphere2026 arXiv (Cornell University) preprint Physics and Astronomy Neutrino Physics Research Open access
R. Abbasi, M. Ackermann, Jenni Adams, J. A. Aguilar, M. Ahlers, J. M. Alameddine, +94 more
0citations