Rolinek, Michal
- Sample-efficient Cross-Entropy Method for Real-time Planning
2020/08/14 by Cristina Pinneri, Shambhuraj Sawant, Pinneri, Cristina +11 · 14 citations
Engineering · Computer Science · #Advanced Control Systems Optimization #Robotic Path Planning Algorithms #Reinforcement Learning in Robotics
- Variational Autoencoders Pursue PCA Directions (by Accident)
2018/12/17 by Rolinek, Michal, Zietlow, Dominik, Martius, Georg · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Complexity of General-Valued CSPs
2015/02/25 by Kolmogorov, Vladimir, Krokhin, Andrei, Rolinek, Michal · 2 citations
#Computational Complexity (cs.CC) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences
- L4: Practical loss-based stepsize adaptation for deep learning
2018/02/14 by Michal Rolínek, Georg Martius, Rolinek, Michal +1 · 4 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Total variation on a tree
2015/02/26 by Kolmogorov, Vladimir, Pock, Thomas, Rolinek, Michal · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Making Higher Order MOT Scalable: An Efficient Approximate Solver for\n Lifted Disjoint Paths
2021/08/24 by Andrea Horňáková, Hornakova, Andrea, Timo Kaiser +9 · 1 citation
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Automated Road and Building Extraction #Advanced Image and Video Retrieval Techniques