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stat.ML2019★ 2 cited
Kernelized Capsule Networks
Taylor Killian, Justin Goodwin, Olivia Brown +1
Capsule Networks attempt to represent patterns in images in a way that preserves hierarchical spatial relationships. Additionally, research has demonstrated that these techniques m…
stat.ML2017★ 1 cited
Robust and Efficient Transfer Learning with Hidden-Parameter Markov Decision Processes
Taylor Killian, Samuel Daulton, George Konidaris +1
We introduce a new formulation of the Hidden Parameter Markov Decision Process (HiP-MDP), a framework for modeling families of related tasks using low-dimensional latent embeddings…