Borgelt, Christian
- Convolutional Differentiable Logic Gate Networks
2024/11/07 by Felix Petersen, Hilde Kuehne, Petersen, Felix +7 · 6 voices · 22 citations
Computer Science · Engineering · #Interconnection Networks and Systems #Low-power high-performance VLSI design #Quantum Computing Algorithms and Architecture #cs.CV #cs.LG
- Deep Differentiable Logic Gate Networks
2022/10/15 by Felix Petersen, Petersen, Felix, Christian Borgelt +6 · 1 voice · 24 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Neural Networks and Applications #cs.LG
- Differentiable Top-k Classification Learning
2022/06/15 by Felix Petersen, Petersen, Felix, Hilde Kuehne +5 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
- Learning with Algorithmic Supervision via Continuous Relaxations
2021/10/11 by Felix Petersen, Christian Borgelt, Petersen, Felix +5 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning in Healthcare #Reservoir Engineering and Simulation Methods
- GenDR: A Generalized Differentiable Renderer
2022/04/29 by Petersen, Felix, Goldluecke, Bastian, Borgelt, Christian +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Monotonic Differentiable Sorting Networks
2022/03/17 by Petersen, Felix, Borgelt, Christian, Kuehne, Hilde +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Uncertainty Quantification via Stable Distribution Propagation
2024/02/13 by Petersen, Felix, Mishra, Aashwin, Kuehne, Hilde +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review
2025/04/04 by Halmich, Christina, Höschler, Lucas, Schranz, Christoph +1 · 2 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)