SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation

no code implementations • 9 Apr 2024 • Waqwoya Abebe, Jan Strube, Luanzheng Guo, Nathan R. Tallent, Oceane Bel, Steven Spurgeon, Christina Doty, Ali Jannesari

To enable rapid adaptation of the best segmentation technology, we propose the concept of semantic boosting: given a zero-shot foundation model, guide its segmentation and adjust results to match domain expectations.

Autonomous Driving Image Segmentation +2

The Landscape of Modern Machine Learning: A Review of Machine, Distributed and Federated Learning

no code implementations • 5 Dec 2023 • Omer Subasi, Oceane Bel, Joseph Manzano, Kevin Barker

With the advance of the powerful heterogeneous, parallel and distributed computing systems and ever increasing immense amount of data, machine learning has become an indispensable part of cutting-edge technology, scientific research and consumer products.

Distributed Computing Federated Learning