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08/03/2023
Design Tasks and Their Complexity for Hybrid Level 3 of the European Train Control System
Railway networks have become increasingly important in recent times, esp...
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07/17/2023
Multi-Task Cross-Modality Attention-Fusion for 2D Object Detection
Accurate and robust object detection is critical for autonomous driving....
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06/19/2023
Detection of Sensor-To-Sensor Variations using Explainable AI
With the growing concern for air quality and its impact on human health,...
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02/13/2023
Tensor Networks or Decision Diagrams? Guidelines for Classical Quantum Circuit Simulation
Classically simulating quantum circuits is crucial when developing or te...
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01/10/2023
The Basis of Design Tools for Quantum Computing: Arrays, Decision Diagrams, Tensor Networks, and ZX-Calculus
Quantum computers promise to efficiently solve important problems classi...
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12/12/2022
SyReC Synthesizer: An MQT tool for synthesis of reversible circuits
Reversible circuits form the backbone for many promising emerging techno...
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12/08/2022
Compiler Optimization for Quantum Computing Using Reinforcement Learning
Any quantum computing application, once encoded as a quantum circuit, mu...
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10/26/2022
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking
Nowadays, Deep Learning (DL) methods often overcome the limitations of t...
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10/24/2022
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling
Data selection is essential for any data-based optimization technique, s...
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10/21/2022
Equivalence Checking of Parameterized Quantum Circuits: Verifying the Compilation of Variational Quantum Algorithms
Variational quantum algorithms have been introduced as a promising class...
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10/17/2022
On Optimal Subarchitectures for Quantum Circuit Mapping
Compiling a high-level quantum circuit down to a low-level description t...
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10/07/2022
Utilizing Explainable AI for improving the Performance of Neural Networks
Nowadays, deep neural networks are widely used in a variety of fields th...
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09/02/2022
Software Tools for Decoding Quantum Low-Density Parity Check Codes
Quantum Error Correction (QEC) is an essential field of research towards...
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03/31/2022
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition
Gesture recognition is one of the most intuitive ways of interaction and...
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03/01/2022
Towards a SAT Encoding for Quantum Circuits: A Journey From Classical Circuits to Clifford Circuits and Beyond
Satisfiability Testing (SAT) techniques are well-established in classica...
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10/12/2021
Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar
In this paper, we introduce the Label-Aware Ranked loss, a novel metric ...
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05/14/2021
Decision Diagrams for Quantum Measurements with Shallow Circuits
We consider the problem of estimating quantum observables on a collectio...
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03/15/2021
Efficient Construction of Functional Representations for Quantum Algorithms
Due to the significant progress made in the implementation of quantum ha...
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12/03/2020
Characteristics of Reversible Circuits for Error Detection
In this work, we consider error detection via simulation for reversible ...
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04/17/2020
Model-driven Engineering of Safety and Security Systems: A Systematic Mapping Study
This paper presents a systematic mapping study on the model-driven engin...
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02/11/2019
Reliable quantum circuits have defects
State of the art quantum computing architectures are founded on the deci...
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11/14/2018
Faster manipulation of large quantum circuits using wire label reference diagrams
Large scale quantum computing is highly anticipated, and quantum circuit...
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06/19/2018