Jan-Ole Perschewski

According to our database, Jan-Ole Perschewski authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

StutterCut: Uncertainty-Guided Normalised Cut for Dysfluency Segmentation.

Suhita Ghosh, Mélanie Jouaiti, Jan-Ole Perschewski, Sebastian Stober

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

INAM: Image-Scale Neural Additive Models.

Jana Hüls, Jan-Ole Perschewski, Sebastian Stober

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2024

Pursuing the Perfect Projection: A Projection Pursuit Framework for Deep Learning.

Jan-Ole Perschewski, Johann Schmidt, Sebastian Stober

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Interpretable Machine Learning, and Beyond, 2024

T-DVAE: A Transformer-Based Dynamical Variational Autoencoder for Speech.

Jan-Ole Perschewski, Sebastian Stober

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2022

Neural-Gas VAE.

Jan-Ole Perschewski, Sebastian Stober

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2019

Reliability-Aware and Robust Multi-sensor Fusion Toward Ego-Lane Estimation Using Artificial Neural Networks.

Tran Tuan Nguyen, Jan-Ole Perschewski, Fabian Engel, Jonas Kruesemann, Jonas Sitzmann, Jens Spehr, Sebastian Zug, Rudolf Kruse

Proceedings of the Information Quality in Information Fusion and Decision Making, 2019