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Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, +5 more
4citations -
Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Qin Wang, Alessio Quercia, Benjamin Bruns, Abigail Morrison, Hanno Scharr, Kai Krajsek
1citations -
NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways2023 Proceedings of the National Academy of Sciences article Neuroscience Neural dynamics and brain function Open access
Willem A. M. Wybo, Matthias C. Tsai, Viet Anh Tran, Bernd Illing, Jakob Jordan, Abigail Morrison, +1 more
25citations -
Dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access
Willem A. M. Wybo, Matthias C. Tsai, Viet Anh Tran, Bernd Illing, Jakob Jordan, Abigail Morrison, +1 more
6citations -
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning2025 arXiv (Cornell University) preprint Computer Science Human Pose and Action Recognition Open access
Fida Mohammad Thoker, Letian Jiang, Chen Zhao, Piyush Bagad, Hazel Doughty, Bernard Ghanem, +1 more
0citations -
European Evidence for the Representation of the Woolly Rhinoceros in Art2026 International Journal of Osteoarchaeology article Social Sciences Archaeology and Rock Art Studies Open access
Kamilla Pawłowska, Zofia Pogoda, Diego Jaime Alvarez Lao, Vlad Codrea, Thijs van Kolfschoten, Kajetan Dedła, +1 more
0citations -
mcBERT: Patient-Level Single-cell Transcriptomics Data Representation2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Benedikt von Querfurth, Johannes Lohmöller, Jan Pennekamp, Tore Bleckwehl, Rafael Kramann, Klaus Wehrle, +1 more
3citations -
Abnormality-Driven Representation Learning for Radiology Imaging2025 Lecture notes in computer science conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access
Marta Ligero, Tim Lenz, Georg Wölflein, Omar S. M. El Nahhas, Daniel Truhn, Jakob Nikolas Kather
0citations