Gido M. van de Ven
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Three scenarios for continual learning
GM van de Ven, AS Tolias
NeurIPS - Continual Learning workshop, 2019
Hippocampal offline reactivation consolidates recently formed cell assembly patterns during sharp wave-ripples
GM van de Ven, S Trouche, CG McNamara, K Allen, D Dupret
Neuron 92 (5), 968-974, 2016
Generative replay with feedback connections as a general strategy for continual learning
GM van de Ven, AS Tolias
arXiv preprint arXiv:1809.10635, 2018
Brain-inspired replay for continual learning with artificial neural networks
GM van de Ven, HT Siegelmann, AS Tolias
Nature Communications 11, 4069, 2020
Recoding a cocaine-place memory engram to a neutral engram in the hippocampus
S Trouche, PV Perestenko, GM van de Ven, CT Bratley, CG McNamara, ...
Nature Neuroscience 19 (4), 564-567, 2016
Parsing hippocampal theta oscillations by nested spectral components during spatial exploration and memory-guided behavior
V Lopes-dos-Santos, GM van de Ven, A Morley, S Trouche, ...
Neuron 100 (4), 940-952, 2018
Attention fine-tunes auditory–motor processing of speech sounds
R Möttönen, GM van de Ven, KE Watkins
Journal of Neuroscience 34 (11), 4064-4069, 2014
Avalanche: an end-to-end library for continual learning
V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Three continual learning scenarios and a case for generative replay
GM van de Ven, AS Tolias
Submission to ICLR, 2018
Energy-based models for continual learning
S Li, Y Du, GM van de Ven, I Mordatch
Conference on Lifelong Learning Agents (CoLLAs), 2022
Class-incremental learning with generative classifiers
GM van de Ven, Z Li, AS Tolias
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Representation ensembling for synergistic lifelong learning with quasilinear complexity
JT Vogelstein, J Dey, HS Helm, W LeVine, RD Mehta, A Geisa, H Xu, ...
arXiv preprint arXiv:2004.12908, 2020
Natural continual learning: success is a journey, not (just) a destination
TC Kao, KT Jensen, GM van de Ven, A Bernacchia, G Hennequin
Advances in Neural Information Processing Systems (NeurIPS) 34, 2021
Biological underpinnings for lifelong learning machines
D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ...
Nature Machine Intelligence 4 (3), 196-210, 2022
Continual evaluation for lifelong learning: Identifying the stability gap
M De Lange, GM van de Ven, T Tuytelaars
arXiv preprint arXiv:2205.13452, 2022
Reactivation and reinstatement of hippocampal assemblies
GM van de Ven
University of Oxford, 2017
The analysis of interactions between brain areas using functional MRI data
GM Van de Ven
University of California, Berkeley, 2011
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