Aristeidis Tsaris
Orcid: 0000-0002-7734-3349
According to our database1,
Aristeidis Tsaris
authored at least 25 papers
between 2019 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
Proceedings of the International Conference for High Performance Computing, 2024
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024
2023
Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2023
A comparison of histopathology imaging comprehension algorithms based on multiple instance learning.
Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022
Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action.
Int. J. High Perform. Comput. Appl., 2022
Int. J. High Perform. Comput. Appl., 2022
Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022
Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction.
Proceedings of the SC22: International Conference for High Performance Computing, 2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
A Scalable Pipeline for Gigapixel Whole Slide Imaging Analysis on Leadership Class HPC Systems.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Distilling Knowledge from Ensembles of Cluster-Constrained-Attention Multiple-Instance Learners for Whole Slide Image Classification.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
CoRR, 2021
Distributed Training for High Resolution Images: A Domain and Spatial Decomposition Approach.
Proceedings of the IEEE/ACM Redefining Scalability for Diversely Heterogeneous Architectures Workshop, 2021
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021
2020
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020
2019
FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing.
Comput. Softw. Big Sci., December, 2019