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20122026
most citedA Survey on the Explainability of Supervised Machine Learning

984 citations

Showing 2023Show all

8 papers · 1 filter

quant-ph2023★ 181 cited

Challenges and Opportunities in Quantum Optimization

Amira Abbas, Andris Ambainis, Brandon Augustino +43

Recent advances in quantum computers are demonstrating the ability to solve problems at a scale beyond brute force classical simulation. As such, a widespread interest in quantum a…

cs.CV2023★ 1 cited

Utilizing dataset affinity prediction in object detection to assess training data

Stefan Becker, Jens Bayer, Ronny Hug +2

Data pooling offers various advantages, such as increasing the sample size, improving generalization, reducing sampling bias, and addressing data sparsity and quality, but it is no…

cs.CV2023★ 313 cited

The GOOSE Dataset for Perception in Unstructured Environments

Peter Mortimer, Raphael Hagmanns, Miguel Granero +3

The potential for deploying autonomous systems can be significantly increased by improving the perception and interpretation of the environment. However, the development of deep le…

eess.SY2023★ 11 cited

Cooperative Decision-Making in Shared Spaces: Making Urban Traffic Safer through Human-Machine Cooperation

Balint Varga, Dongxu Yang, Sören Hohmann

In this paper, a cooperative decision-making is presented, which is suitable for intention-aware automated vehicle functions. With an increasing number of highly automated and auto…

quant-ph2023★ 33 cited

Ultra-sensitive separation estimation of optical sources

Clémentine Rouvière, David Barral, Antonin Grateau +4

Historically, the resolution of optical imaging systems was dictated by diffraction, and the Rayleigh criterion was long considered an unsurpassable limit. In superresolution micro…

cs.CV2023★ 1 cited

Eigenpatches -- Adversarial Patches from Principal Components

Jens Bayer, Stefan Becker, David Münch +1

Adversarial patches are still a simple yet powerful white box attack that can be used to fool object detectors by suppressing possible detections. The patches of these so-called ev…

cs.CR2023★ 2 cited

POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour

Ankush Meshram, Markus Karch, Christian Haas +1

Since 2010, multiple cyber incidents on industrial infrastructure, such as Stuxnet and CrashOverride, have exposed the vulnerability of Industrial Control Systems (ICS) to cyber th…

quant-ph2023

Practical tests for sub-Rayleigh source discriminations with imperfect demultiplexers

Konrad Schlichtholz, Tomasz Linowski, Mattia Walschaers +3

Quantum-optimal discrimination between one and two closely separated light sources can be achieved by ideal spatial-mode demultiplexing, simply monitoring whether a photon is detec…