Kshitij Tayal | DeepAI

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research

∙ 09/19/2023

Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling

Accurate long-term predictions are the foundations for many machine lear...

0 Kshitij Tayal, et al. ∙

research

∙ 06/09/2021

Phase Retrieval using Single-Instance Deep Generative Prior

Several deep learning methods for phase retrieval exist, but most of the...

0 Kshitij Tayal, et al. ∙

research

∙ 03/20/2020

Inverse Problems, Deep Learning, and Symmetry Breaking

In many physical systems, inputs related by intrinsic system symmetries ...

1 Kshitij Tayal, et al. ∙