Search Results for author: Stuart Synakowski

Found 2 papers, 1 papers with code

Leveraging The Topological Consistencies of Learning in Deep Neural Networks

no code implementations30 Nov 2021 Stuart Synakowski, Fabian Benitez-Quiroz, Aleix M. Martinez

Our newly developed practical topological characterization of DNNs allows for an additional set of applications.

Meta-Learning

Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent

1 code implementation12 Nov 2020 Stuart Synakowski, Qianli Feng, Aleix Martinez

In this paper, we derive an algorithm that can infer whether the behavior of an agent in a scene is intentional or unintentional based on its 3D kinematics, using the knowledge of self-propelled motion, Newtonian motion and their relationship.

3D Object Reconstruction Object Recognition

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