Author

Gido M. van de Ven

University of Groningen

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#machine learning Preprint Jun 2024

Lifelong Learning of Video Diffusion Models From a Single Video Stream

It is demonstrated that training autoregressive video diffusion models from such a stream, resembling the experience of embodied agents, is not only possible but can also perform comparably to standard offline training given the same number of gradient steps.

Jason Yoo, Yingchen He, Saeid Naderiparizi et al. · 3 citations

#artificial intelligence Preprint Aug 2026

Forgetting, plasticity, and co-observation: a third facet of continual learning

The results suggest that the empirical success of memory replay goes beyond the mitigation of forgetting, actively reintroducing the benefits of data co-observation into the learning process.

Timm Hess, Abhishek Jha, Gido M. van de Ven et al. · 0 citations