Maniraman Periyasamy

How to Get the Most Out of U-Net for Glacier Calving Front Segmentation

Maniraman Periyasamy, Amirabbas Davari, Thorsten Seehaus et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 45 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +15

A Survey on Quantum Reinforcement Learning

Nico Meyer, Christian Ufrecht, Maniraman Periyasamy et al. · arXiv (Cornell University) · 2022 · 32 citations · Full text

Computing, Computer Science, Physics +17

Uncovering instabilities in variational-quantum deep Q-networks

Maja Franz, Lucas Wolf, Maniraman Periyasamy et al. · Journal of the Franklin Institute · 2022 · 28 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Cutting multi-control quantum gates with ZX calculus

Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch et al. · Quantum · 2023 · 27 citations · Full text

Computing, Computer Science, Physics +17

An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients

Marco Wiedmann, Marc Hölle, Maniraman Periyasamy et al. · 2023 · 23 citations

Computing, Computer Science, Machine Learning +16