Benchmarking Object Detectors with COCO: A New Path Forward

1 code implementation • 27 Mar 2024 • Shweta Singh, Aayan Yadav, Jitesh Jain, Humphrey Shi, Justin Johnson, Karan Desai

With these findings, we advocate using COCO-ReM for future object detection research.

Benchmarking Object +2

Reduced Order Dynamical Models For Complex Dynamics in Manufacturing and Natural Systems Using Machine Learning

no code implementations • 15 Oct 2021 • William Farlessyost, Shweta Singh

However, current dynamic models for these systems exist as mechanistic models, simulation of which is computationally intensive and does not provide a simplified understanding of the mechanisms driving the overall dynamics.

Can Machine Learning Identify Governing Laws For Dynamics in Complex Engineered Systems ? : A Study in Chemical Engineering

no code implementations • 18 Jul 2019 • Renganathan Subramanian, Shweta Singh

While some terms were interpretable, we conclude that more research is needed on combining engineering systems with machine learning approach to improve understanding of governing laws for unknown dynamics.

BIG-bench Machine Learning Open-Ended Question Answering +1