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MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
73citations -
Reinforcement learning for optimization of variational quantum circuit architectures2021 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko
50citations -
Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers2021 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access
Agastya P. Bhati, Shunzhou Wan, Austin Clyde, Mathis Bode, Mikhail Titov, André Merzky, +20 more
42citations -
Quantum Algorithms: A Survey of Applications and End-to-end Complexities2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Alexander M. Dalzell, Sam McArdle, Mario Berta, Przemysław Bienias, Chi-Fang Chen, András Gilyén, +7 more
42citations -
The Third International Verification of Neural Networks Competition (VNN-COMP 2022): Summary and Results2022 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access
Mark Niklas Müller, Christopher Brix, Stanley Bak, Changliu Liu, Taylor Thomas Johnson
28citations -
Experiments on localization accuracy with non-individual and individual HRTFs comparing static and dynamic reproduction methods2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Speech and Audio Processing Open access
Josefa Oberem, Jan-Gerrit Richter, Dorothea Setzer, Julia C. Seibold, Iring Koch, Janina Fels
27citations -
The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations