Grewe, Benjamin F.
- Continual learning with hypernetworks
2019/06/03 by von Oswald, Johannes, Henning, Christian, Grewe, Benjamin F. +1 · 23 citations
#68T99 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Posterior Meta-Replay for Continual Learning
2021/01/01 by Christian Henning, Maria R. Cervera, Henning, Christian +15 · 5 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
- A Theoretical Framework for Target Propagation
2020/06/25 by Alexander Meulemans, Meulemans, Alexander, Francesco S. Carzaniga +7 · 4 citations
Computer Science · Engineering · #68T07 #Advanced MIMO Systems Optimization #Antenna Design and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Wireless Signal Modulation Classification
- Credit Assignment in Neural Networks through Deep Feedback Control
2021/06/15 by Meulemans, Alexander, Farinha, Matilde Tristany, Ordóñez, Javier García +3 · 3 citations
#68T07 #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
- Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
2022/03/30 by Elvis Nava, Nava, Elvis, Mike Y. Michelis +12 · 3 citations
Engineering · Physics and Astronomy · #Biomimetic flight and propulsion mechanisms #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Robotics (cs.RO)
- Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions
2022/07/25 by Hamza Keurti, Hsiao-Ru Pan, Keurti, Hamza +7 · 3 citations
Computer Science · #Machine Learning in Healthcare
- Are Bayesian neural networks intrinsically good at out-of-distribution detection?
2021/01/01 by Christian Henning, Henning, Christian, Francesco D’Angelo +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference
- Continual Learning in Recurrent Neural Networks
2020/06/22 by Benjamin Ehret, Ehret, Benjamin, Christian Henning +9 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Minimizing Control for Credit Assignment with Strong Feedback
2022/04/14 by Meulemans, Alexander, Farinha, Matilde Tristany, Cervera, Maria R. +2 · 1 citation
#68T07 #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions
2025/01/27 by Sager, Pascal J., Meyer, Benjamin, Yan, Peng +7 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- A Theory of Natural Intelligence
2022/04/22 by Christoph von der Malsburg, von der Malsburg, Christoph, Thilo Stadelmann +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #I.2 #Neural Networks and Applications #Neurons and Cognition (q-bio.NC)
- Meta-Learning via Classifier(-free) Diffusion Guidance
2022/10/17 by Nava, Elvis, Kobayashi, Seijin, Yin, Yifei +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Bio-Inspired, Task-Free Continual Learning through Activity Regularization
2022/12/08 by Lässig, Francesco, Aceituno, Pau Vilimelis, Sorbaro, Martino +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking
2025/05/29 by Sager, Pascal J., Kamaraj, Ashwini, Grewe, Benjamin F. +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Robust-Sub-Gaussian Model Predictive Control for Safe Ultrasound-Image-Guided Robotic Spinal Surgery
2025/08/08 by Ao, Yunke, Prajapat, Manish, As, Yarden +6 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering