How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
Periyasamy, Maniraman, Davari, Amirabbas, Seehaus, Thorsten, Braun, Matthias, Maier, Andreas, Christlein, Vincent
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
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Journal Article
Cutting multi-control quantum gates with ZX calculus
Ufrecht, Christian, Periyasamy, Maniraman, Rietsch, Sebastian, Scherer, Daniel D., Plinge, Axel, Mutschler, Christopher
Published in Quantum (Vienna, Austria) (23.10.2023)
Published in Quantum (Vienna, Austria) (23.10.2023)
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Journal Article
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading
Periyasamy, Maniraman, Holle, Marc, Wiedmann, Marco, Scherer, Daniel D., Plinge, Axel, Mutschler, Christopher
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
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Conference Proceeding
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule
Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D, Mauerer, Wolfgang
Year of Publication 24.04.2024
Year of Publication 24.04.2024
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Journal Article
Unitary Synthesis of Clifford+T Circuits with Reinforcement Learning
Rietsch, Sebastian, Dubey, Abhishek Y, Ufrecht, Christian, Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D
Year of Publication 23.04.2024
Year of Publication 23.04.2024
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Journal Article
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks
Meyer, Nico, Ufrecht, Christian, Periyasamy, Maniraman, Plinge, Axel, Mutschler, Christopher, Scherer, Daniel D, Maier, Andreas
Year of Publication 09.04.2024
Year of Publication 09.04.2024
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Journal Article
Incremental Data-Uploading for Full-Quantum Classification
Periyasamy, Maniraman, Meyer, Nico, Ufrecht, Christian, Scherer, Daniel D., Plinge, Axel, Mutschler, Christopher
Published in 2022 IEEE International Conference on Quantum Computing and Engineering (QCE) (01.09.2022)
Published in 2022 IEEE International Conference on Quantum Computing and Engineering (QCE) (01.09.2022)
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Conference Proceeding
Optimal joint cutting of two-qubit rotation gates
Ufrecht, Christian, Herzog, Laura S, Scherer, Daniel D, Periyasamy, Maniraman, Rietsch, Sebastian, Plinge, Axel, Mutschler, Christopher
Year of Publication 15.12.2023
Year of Publication 15.12.2023
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Journal Article
Cutting multi-control quantum gates with ZX calculus
Ufrecht, Christian, Periyasamy, Maniraman, Rietsch, Sebastian, Scherer, Daniel D, Plinge, Axel, Mutschler, Christopher
Published in arXiv.org (09.10.2023)
Published in arXiv.org (09.10.2023)
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Paper
Journal Article
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading
Periyasamy, Maniraman, Hölle, Marc, Wiedmann, Marco, Scherer, Daniel D, Plinge, Axel, Mutschler, Christopher
Year of Publication 27.04.2023
Year of Publication 27.04.2023
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Journal Article
A Survey on Quantum Reinforcement Learning
Meyer, Nico, Ufrecht, Christian, Periyasamy, Maniraman, Scherer, Daniel D, Plinge, Axel, Mutschler, Christopher
Year of Publication 07.11.2022
Year of Publication 07.11.2022
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Journal Article
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients
Wiedmann, Marco, Hölle, Marc, Periyasamy, Maniraman, Meyer, Nico, Ufrecht, Christian, Scherer, Daniel D, Plinge, Axel, Mutschler, Christopher
Published in arXiv.org (27.04.2023)
Published in arXiv.org (27.04.2023)
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Paper
Journal Article
Incremental Data-Uploading for Full-Quantum Classification
Periyasamy, Maniraman, Meyer, Nico, Ufrecht, Christian, Scherer, Daniel D, Plinge, Axel, Mutschler, Christopher
Published in arXiv.org (06.05.2022)
Published in arXiv.org (06.05.2022)
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Paper
Journal Article
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients
Wiedmann, Marco, Holle, Marc, Periyasamy, Maniraman, Meyer, Nico, Ufrecht, Christian, Scherer, Daniel D., Plinge, Axel, Mutschler, Christopher
Published in 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) (17.09.2023)
Published in 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) (17.09.2023)
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Conference Proceeding
Uncovering Instabilities in Variational-Quantum Deep Q-Networks
Franz, Maja, Wolf, Lucas, Periyasamy, Maniraman, Ufrecht, Christian, Scherer, Daniel D, Plinge, Axel, Mutschler, Christopher, Mauerer, Wolfgang
Published in arXiv.org (16.09.2022)
Published in arXiv.org (16.09.2022)
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Journal Article