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전체선택

ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability

보고서

Author: Wang, Xiao
Tsaris, Aristeidis
Liu, Siyan
Choi, Jong-Youl
Fan, Ming
Zhang, Wei
Yin, Junqi
Ashfaq, Moetasim
Lu, Dan
Balaprakash, Prasanna
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Pretraining Billion-scale Geospatial Foundational Models on Frontier

보고서

Author: Tsaris, Aristeidis
Dias, Philipe Ambrozio
Potnis, Abhishek
Yin, Junqi
Wang, Feiyi
Lunga, Dalton
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

An Agenda for Multimodal Foundation Models for Earth Observation

회의자료

issue: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :1237-1240 Jul, 2023
Author: Dias, Philipe
Potnis, Abhishek
Guggilam, Sreelekha
Yang, Lexie
Tsaris, Aristeidis
Medeiros, Henry
Lunga, Dalton
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Ultra-Long Sequence Distributed Transformer

보고서

Author: Wang, Xiao
Lyngaas, Isaac
Tsaris, Aristeidis
Chen, Peng
Dash, Sajal
Shekar, Mayanka Chandra
Luo, Tao
Yoon, Hong-Jun
Wahib, Mohamed
Gouley, John
DB Label: Database : arXiv

원문보기: Open Access (Arxiv)

Distilling Knowledge from Ensembles of Cluster-Constrained-Attention Multiple-Instance Learners for Whole Slide Image Classification

회의자료

issue: 2022 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2022 IEEE International Conference on. :3393-3397 Dec, 2022
Author: Alamudun, Folami
Hinkle, Jacob
Dash, Sajal
Hernandez, Benjamin
Tsaris, Aristeidis
Yoon, Hong-Jun
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction

회의자료

issue: SC22: International Conference for High Performance Computing, Networking, Storage and Analysis SC High Performance Computing, Networking, Storage and Analysis, SC22: International Conference for. :1-13 Nov, 2022
Author: Wang, Xiao
Tsaris, Aristeidis
Mukherjee, Debangshu
Wahib, Mohamed
Chen, Peng
Oxley, Mark
Ovchinnikova, Olga
Hinkle, Jacob
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

A Scalable Pipeline for Gigapixel Whole Slide Imaging Analysis on Leadership Class HPC Systems

회의자료

issue: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2022 IEEE International. :1266-1274 May, 2022
Author: Dash, Sajal
Hernandez, Benjamin
Tsaris, Aristeidis
Alamudun, Folami T
Yoon, Hong-Jun
Wang, Feivi
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems

회의자료

issue: 2021 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) MLHPC Machine Learning in High Performance Computing Environments (MLHPC), 2021 IEEE/ACM Workshop on. :33-45 Nov, 2021
Author: Farrell, Steven
Emani, Murali
Balma, Jacob
Drescher, Lukas
Drozd, Aleksandr
Fink, Andreas
Fox, Geoffrey
Kanter, David
Kurth, Thorsten
Mattson, Peter
Mu, Dawei
Ruhela, Amit
Sato, Kento
Shirahata, Koichi
Tabaru, Tsuguchika
Tsaris, Aristeidis
Balewski, Jan
Cumming, Ben
Danjo, Takumi
Domke, Jens
Fukai, Takaaki
Fukumoto, Naoto
Fukushi, Tatsuya
Gerofi, Balazs
Honda, Takumi
Imamura, Toshiyuki
Kasagi, Akihiko
Kawakami, Kentaro
Kudo, Shuhei
Kuroda, Akiyoshi
Martinasso, Maxime
Matsuoka, Satoshi
Mendonca, Henrique
Minami, Kazuki
Ram, Prabhat
Sawada, Takashi
Shankar, Mallikarjun
John, Tom St.
Tabuchi, Akihiro
Vishwanath, Venkatram
Wahib, Mohamed
Yamazaki, Masafumi
Yin, Junqi
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Distributed Training for High Resolution Images: A Domain and Spatial Decomposition Approach

회의자료

issue: 2021 IEEE/ACM Redefining Scalability for Diversely Heterogeneous Architectures Workshop (RSDHA) RSDHA Redefining Scalability for Diversely Heterogeneous Architectures Workshop (RSDHA), 2021 IEEE/ACM. :27-33 Nov, 2021
Author: Tsaris, Aristeidis
Hinkle, Jacob
Lunga, Dalton
Dias, Philipe Ambrozio
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation

학술저널

issue: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-18 2022
Author: Dias, P.
Tian, Y.
Newsam, S.
Tsaris, A.
Hinkle, J.
Lunga, D.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE) 조회 - Impact Factor (JCR) 등재 - Web of Science (SCIE) 등재 - SCOPUS

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