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149 results on '"Gepperth, Alexander"'

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1. An agent design with goal reaching guarantees for enhancement of learning

2. Continual Learning: Applications and the Road Forward

3. Large-scale gradient-based training of Mixtures of Factor Analyzers

4. Adiabatic replay for continual learning

5. A Framework for the Automated Parameterization of a Sensorless Bearing Fault Detection Pipeline

7. Beyond Supervised Continual Learning: a Review

8. Generalizing Self-organizing Maps: Large-Scale Training of GMMs and Applications in Data Science

9. Probabilistic Models with Invariance

10. A Study of Continual Learning Methods for Q-Learning

11. A new perspective on probabilistic image modeling

12. An Investigation of Replay-based Approaches for Continual Learning

13. Continual Learning with Fully Probabilistic Models

14. Overcoming Catastrophic Forgetting with Gaussian Mixture Replay

15. Image Modeling with Deep Convolutional Gaussian Mixture Models

16. A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture Models

17. Gesture Recognition and Multi-modal Fusion on a New Hand Gesture Dataset

18. Gradient-based training of Gaussian Mixture Models for High-Dimensional Streaming Data

19. A Study of Deep Learning for Network Traffic Data Forecasting

20. Gesture MNIST: A New Free-Hand Gesture Dataset

21. Marginal Replay vs Conditional Replay for Continual Learning

23. A simple technique for improving multi-class classification with neural networks

24. A pragmatic approach to multi-class classification

25. On Multi-modal Fusion for Freehand Gesture Recognition

28. Robustness of Deep LSTM Networks in Freehand Gesture Recognition

29. Marginal Replay vs Conditional Replay for Continual Learning

30. Simplified Computation and Interpretation of Fisher Matrices in Incremental Learning with Deep Neural Networks

31. A Study on Catastrophic Forgetting in Deep LSTM Networks

33. An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities

34. Dynamic Hand Gesture Recognition for Mobile Systems Using Deep LSTM

37. A Deep Learning Approach for Hand Posture Recognition from Depth Data

38. Computational Advantages of Deep Prototype-Based Learning

40. Neural Network Fusion of Color, Depth and Location for Object Instance Recognition on a Mobile Robot

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