Johannes Otterbach

1. Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models
   2023/05/19 by Julien Siems, Konstantin Ditschuneit, Siems, Julien +12 · 1 voice · 4 citations
   Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Neural Networks and Applications #cs.LG #stat.ML
2. Unsupervised Machine Learning on a Hybrid Quantum Computer
   2017/12/15 by Johannes Otterbach, Riccardo Manenti, Otterbach, J. S. +57 · 4 citations
   Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
3. Quantum Kitchen Sinks: An algorithm for machine learning on near-term quantum computers
   2018/06/21 by C. M. Wilson, Johannes Otterbach, Wilson, C. M. +17 · 2 citations
   Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
4. Self-Distilled Representation Learning for Time Series
   2023/11/19 by Felix Pieper, Konstantin Ditschuneit, Pieper, Felix +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Topic Modeling
5. Auto-Compressing Subset Pruning for Semantic Image Segmentation
   2022/01/26 by Konstantin Ditschuneit, Ditschuneit, Konstantin, Johannes Otterbach +1 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
6. Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic Segmentation
   2023/04/14 by Alexander Koenig, Maximilian Schambach, Koenig, Alexander +3 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)