Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification

Authors: Karagoz, Meryem Altin, Nalbantoglu, O. Ufuk, Fox, Geoffrey C.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, I.4

Access URL: http://arxiv.org/abs/2411.12874

Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions

Authors: Toledo-Marin, J. Quetzalcoatl, Gonzalez, Sebastian, Jia, Hao, Lu, Ian, Sogutlu, Deniz, Abhishek, Abhishek, Gay, Colin, Paquet, Eric, Melko, Roger, Fox, Geoffrey C., Swiatlowski, Maximilian, Fedorko, Wojciech

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, High Energy Physics - Phenomenology, Physics - Computational Physics, Physics - Instrumentation and Detectors

Access URL: http://arxiv.org/abs/2410.22870

Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph

Authors: Shubha, Sudipta Saha, Mahmud, Shohaib, Shen, Haiying, Fox, Geoffrey C., Marathe, Madhav

Source: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium (IPDPS), 2023 IEEE International. :58-68 May, 2023

Relation: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

MLCommons Cloud Masking Benchmark with Early Stopping

Authors: Chennamsetti, Varshitha, von Laszewski, Gregor, Gu, Ruochen, Mehnaz, Laiba, Papay, Juri, Jackson, Samuel, Thiyagalingam, Jeyan, Samsonau, Sergey V., Fox, Geoffrey C.

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2401.08636

Whitepaper on Reusable Hybrid and Multi-Cloud Analytics Service Framework

Authors: von Laszewski, Gregor, Chang, Wo, Reinsch, Russell, Kotevska, Olivera, Karimi, Ali, Sattar, Abdul Rahman, Mazzaferro, Garry, Fox, Geoffrey C.

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2310.17013

Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California

Authors: Feng, Bo, Fox, Geoffrey C.

Source: 2021 IEEE 17th International Conference on eScience (eScience) E-SCIENCE eScience (eScience), 2021 IEEE 17th International Conference on. :99-107 Sep, 2021

Relation: 2021 IEEE 17th International Conference on eScience (eScience)

Deep Tiered Image Segmentation for Detecting Internal ICE Layers in Radar Imagery

Authors: Wang, Yuchen, Xu, Mingze, Paden, John D., Koenig, Lora S., Fox, Geoffrey C., Crandall, David J.

Source: 2021 IEEE International Conference on Multimedia and Expo (ICME) Multimedia and Expo (ICME), 2021 IEEE International Conference on. :1-6 Jul, 2021

Relation: 2021 IEEE International Conference on Multimedia and Expo (ICME)

Using Cloudmesh GAS for Speedy Generation of Hybrid Multi-Cloud Auto Generated AI Services

Authors: Laszewski, Gregor von, Orlowski, Anthony, Otten, Richard H., Markowitz, Reilly, Gandhi, Sunny, Chai, Adam, Fox, Geoffrey C., Chang, Wo L.

Source: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) COMPSAC Annual Computers, Software, and Applications Conference (COMPSAC), 2021 IEEE 45th. :144-155 Jul, 2021

Relation: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)

Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh

Authors: von Laszewski, Gregor, Fleischer, J. P., Fox, Geoffrey C.

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2210.16941

Taxonomic Classification of Objects with Convolutional Neural Networks

Authors: Yang, SungRyeol, Fox, Geoffrey C, Na, Bokyoon

Source: 2020 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2020 IEEE International Conference on. :5305-5314 Dec, 2020

Relation: 2020 IEEE International Conference on Big Data (Big Data)

Benchmarking Deep Learning for Time Series: Challenges and Directions

Authors: Huang, Xinyuan, Fox, Geoffrey C., Serebryakov, Sergey, Mohan, Ankur, Morkisz, Pawel, Dutta, Debojyoti

Source: 2019 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2019 IEEE International Conference on. :5679-5682 Dec, 2019

Relation: 2019 IEEE International Conference on Big Data (Big Data)

Histone H3K18 & H3K23 acetylation directs establishment of MLL-mediated H3K4 methylation

Authors: Fox, Geoffrey C., Poncha, Karl F., Smith, B. Rutledge, van der Maas, Lara N., Robbins, Nathaniel N., Graham, Bria, Dowen, Jill M., Strahl, Brian D., Young, Nicolas L., Jain, Kanishk

Source: In Journal of Biological Chemistry August 2024 300(8)

Object Detection by a Super-Resolution Method and a Convolutional Neural Networks

Authors: Na, Bokyoon, Fox, Geoffrey C

Source: 2018 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2018 IEEE International Conference on. :2263-2269 Dec, 2018

Relation: 2018 IEEE International Conference on Big Data (Big Data)

Automated Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S

Authors: Berger, Victor, Xu, Mingze, Chu, Shane, Crandall, David, Paden, John, Fox, Geoffrey C.

Source: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2018 - 2018 IEEE International. :4162-4165 Jul, 2018

Relation: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium

Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California

Authors: Feng, Bo, Fox, Geoffrey C.

Source: IEEE eScience 2021

Subject Terms: Physics - Geophysics, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2012.14336

CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU

Authors: Feng, Bo, Lou, Qian, Jiang, Lei, Fox, Geoffrey C.

Source: The 2021 Conference on Empirical Methods in Natural Language Processing

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2010.11796

AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates

Authors: Fox, Geoffrey C., von Laszewski, Gregor, Wang, Fugang, Pyne, Saumyadipta

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2010.03757

Solving Newton's Equations of Motion with Large Timesteps using Recurrent Neural Networks based Operators

Authors: Kadupitiya, JCS, Fox, Geoffrey C., Jadhao, Vikram

Subject Terms: Physics - Computational Physics, Condensed Matter - Soft Condensed Matter, Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2004.06493

Multi-task Spatiotemporal Neural Networks for Structured Surface Reconstruction

Authors: Xu, Mingze, Fan, Chenyou, Paden, John D., Fox, Geoffrey C., Crandall, David J.

Source: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2018 IEEE Winter Conference on. :1273-1282 Mar, 2018

Relation: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV)

Automatic estimation of ice bottom surfaces from radar imagery

Authors: Xu, Mingze, Crandall, David J., Fox, Geoffrey C., Paden, John D.

Source: 2017 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2017 IEEE International Conference on. :340-344 Sep, 2017

Relation: 2017 IEEE International Conference on Image Processing (ICIP)