Johanna Vielhaben

Orcid: 0000-0001-9399-5710

According to our database1, Johanna Vielhaben authored at least 15 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
2025
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Legend:

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Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2025
Mechanistic understanding and validation of large AI models with SemanticLens.
CoRR, January, 2025

2024
Decoupling Pixel Flipping and Occlusion Strategy for Consistent XAI Benchmarks.
Trans. Mach. Learn. Res., 2024

Explainable AI for time series via Virtual Inspection Layers.
Pattern Recognit., 2024

AudioMNIST: Exploring Explainable Artificial Intelligence for audio analysis on a simple benchmark.
J. Frankl. Inst., 2024

Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers.
CoRR, 2024

PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits.
CoRR, 2024

2023
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees.
Trans. Mach. Learn. Res., 2023

XAI-based Comparison of Input Representations for Audio Event Classification.
CoRR, 2023

XAI-based Comparison of Audio Event Classifiers with different Input Representations.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
Sparse Subspace Clustering for Concept Discovery (SSCCD).
CoRR, 2022

PredDiff: Explanations and interactions from conditional expectations.
Artif. Intell., 2022

2021
Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks.
CoRR, 2021

2020
Generative Neural Samplers for the Quantum Heisenberg Chain.
CoRR, 2020

USMPep: universal sequence models for major histocompatibility complex binding affinity prediction.
BMC Bioinform., 2020

2019
Viewport Forecasting in 360° Virtual Reality Videos with Machine Learning.
Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019


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