Lightweight, Embeddings Based Storage and Model Construction Over Satellite Data Collections
Sangmi Lee Pallickara , Shrideep Pallickara , Daniel Rammer , Paahuni Khandelwal
international conference on big data 246 -255
6
2020
Small is Beautiful: Distributed Orchestration of Spatial Deep Learning Workloads
Daniel Rammer , Kevin Bruhwiler , Paahuni Khandelwal , Samuel Armstrong
ieee acm international conference utility and cloud computing 101 -111
3
2020
Rapid, Progressive Sub-Graph Explorations for Interactive Visual Analytics over Large-Scale Graph Datasets
Samuel Armstrong , Kevin Bruhwiler , Sangmi Lee Pallickara
international conference on big data 1 -10
2019
Attention-based convolutional capsules for evapotranspiration estimation at scale
Samuel Armstrong , Paahuni Khandelwal , Dhruv Padalia , Gabriel Senay
Environmental Modelling \& Software 152 105366
1
2022
Rapid betweenness centrality estimates for transportation networks using capsule networks
Abdul Matin , Samuel Armstrong , Saptashwa Mitra , Shrideep Pallickara
2022 Fourth International Conference on Transdisciplinary AI (TransAI) 89 -96
2
2022
TRANSFORMER, DIFFUSION, AND GAN-BASED AUGMENTATIONS FOR CONTRASTIVE LEARNING OF VISUAL REPRESENTATIONS
Samuel Vincent Armstrong , Sangmi Pallickara , Shrideep Pallickara , Sudipto Ghosh
Colorado State University. Libraries
2024
A Generative Augmentation Framework for Contrastive Learning
Samuel Vincent Armstrong , Abdul Matin , Shrideep Pallickara , Sangmi Pallickara
CloudNet: A Deep Learning Approach for Mitigating Occlusions in Landsat-8 Imagery using Data Coalescence
Paahuni Khandelwal , Sam Armstrong , Abdul Matin , Shrideep Pallickara
Proceedings of the 18th IEEE Conference on eScience. Salt Lake City, Utah, USA
2
2022