Search Results - S.I.: Timely Advances of Deep Learning with publications and Data Driven Modeling

Advances in deep learning-driven photo identification and meta analysis of cetaceans in large data repositories by Barnhill, Alexander, Towers, Jared R., Shaw, Tasli J.H., Arias, Magdalena, Bécares, Adrián, Doniol-Valcroze, Thomas, von Fersen, Lorenzo, Genoves, Rodrigo, Rörup, Tim, Sutton, Gary J., Thornton, Sheila, Weiss, Michael, Maier, Andreas, Nöth, Elmar, Bergler, Christian

“… We present a scalable, end-to-end framework that automates this process using lightweight deep learning models optimized for resource-constrained environments…”
Get full text

Leveraging advances in data-driven deep learning methods for hybrid epidemic modeling by Chen, Shi, Janies, Daniel, Paul, Rajib, Thill, Jean-Claude

“…) for more than 12 rounds since early 2021 for informed decision support. We emphasize the importance of deep learning techniques for epidemic modeling via a flexible DD…”
Get full text

From machine learning to deep learning: Advances of the recent data-driven paradigm shift in medicine and healthcare by Chakraborty, Chiranjib, Bhattacharya, Manojit, Pal, Soumen, Lee, Sang-Soo

“… The medicine and healthcare sector has been evolving and advancing very fast. The advancement has been initiated and shaped by the applications of data-driven, robust, and efficient machine learning (ML) to deep learning (DL) technologies…”
Get full text