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Tobias Rohe
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2020 – today
- 2025
- [c11]Tobias Rohe, Simon Grätz, Michael Kölle, Sebastian Zielinski, Jonas Stein, Claudia Linnhoff-Popien:
From Problem to Solution: A General Pipeline to Solve Optimisation Problems on Quantum Hardware. FICC (3) 2025: 21-41 - [c10]Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien:
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. ICAART (3) 2025: 662-669 - [c9]Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien:
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning. ICAART (2) 2025: 704-713 - [c8]Tobias Rohe, Florian Burger, Michael Kölle, Sebastian Wölckert, Maximilian Zorn, Claudia Linnhoff-Popien:
Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs. ICAART (1) 2025: 724-730 - [c7]Gerhard Stenzel, Michael Kölle, Tobias Rohe, Maximilian Balthasar Mansky, Jonas Nüßlein, Thomas Gabor:
QMamba: Quantum Selective State Space Models for Text Generation. ICAART (1) 2025: 742-750 - [c6]Jonas Nüßlein, Leo Sünkel, Jonas Stein, Tobias Rohe, Daniëlle Schuman, Sebastian Feld, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien:
Reducing QUBO Density by Factoring out Semi-Symmetries. ICAART (1) 2025: 783-792 - [i7]Tobias Rohe, Michael Kölle, Jan Matheis, Rüdiger Höpfl, Leo Sünkel, Claudia Linnhoff-Popien:
Optimization of Link Configuration for Satellite Communication Using Reinforcement Learning. CoRR abs/2501.08220 (2025) - [i6]Tobias Rohe, Florian Burger, Michael Kölle, Sebastian Wölckert, Maximilian Zorn, Claudia Linnhoff-Popien:
Investigating Parameter-Efficiency of Hybrid QuGANs Based on Geometric Properties of Generated Sea Route Graphs. CoRR abs/2501.08678 (2025) - 2024
- [c5]Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher
, Maximilian Zorn
Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern. ICAART (3) 2024: 1127-1134 - [c4]Leo Sünkel, Michael Kölle
Towards Federated Learning on the Quantum Internet. ICCS (6) 2024: 330-344 - [c3]Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien:
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. QCE 2024: 1497-1503 - [c2]Michael Kölle
A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning. QSW 2024: 157-167 - [i5]Michael Kölle, Timo Witter, Tobias Rohe, Gerhard Stenzel
A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning. CoRR abs/2405.12354 (2024) - [i4]Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien:
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms. CoRR abs/2407.17204 (2024) - [i3]Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien:
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. CoRR abs/2412.11949 (2024) - 2023
- [c1]Michael Kölle
Weight Re-mapping for Variational Quantum Algorithms. ICAART (Revised Selected Paper) 2023: 286-309 - [i2]Jonas Stein
Introducing Reducing-Width-QNNs, an AI-inspired Ansatz design pattern. CoRR abs/2306.05047 (2023) - [i1]Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien:
Weight Re-Mapping for Variational Quantum Algorithms. CoRR abs/2306.05776 (2023)
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