van de Ven, Gido M.
- Three scenarios for continual learning
2019/04/15 by Gido M. van de Ven, van de Ven, Gido M., Andreas S. Tolias +1 · 76 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Generative replay with feedback connections as a general strategy for continual learning
2018/09/27 by Gido M. van de Ven, van de Ven, Gido M., Andreas S. Tolias +1 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Continual Learning and Catastrophic Forgetting
2024/03/08 by Gido M. van de Ven, van de Ven, Gido M., Nicholas Soures +3 · 24 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)
- Natural continual learning: success is a journey, not (just) a\n destination
2021/06/15 by Ta-Chu Kao, Kristopher T. Jensen, Kao, Ta-Chu +7 · 7 citations
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neurons and Cognition (q-bio.NC)
- Aligning Generalisation Between Humans and Machines
2024/11/23 by Filip Ilievski, Barbara Hammer, Ilievski, Filip +50 · 5 voices · 2 citations
Decision Sciences · Social Sciences · #Complex Systems and Decision Making #Ethics and Social Impacts of AI #cs.AI
- On the Computation of the Fisher Information in Continual Learning
2025/02/17 by Gido M. van de Ven, van de Ven, Gido M. · 1 voice · 7 citations
Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #cs.AI #cs.CV #cs.LG #stat.ML
- Prediction Error-based Classification for Class-Incremental Learning
2023/05/30 by Michał Zając, Zając, Michał, Tinne Tuytelaars +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- Simple Lifelong Learning Machines
2020/04/27 by Jayanta Dey, Dey, Jayanta, Joshua T. Vogelstein +27 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Lifelong Learning of Video Diffusion Models From a Single Video Stream
2024/06/07 by Jason J. Yoo, Yoo, Jason, He, Yingchen +8 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Image and Signal Denoising Methods