Stebėti
Gido M. van de Ven
Gido M. van de Ven
Postdoctoral Associate, KU Leuven
Patvirtintas el. paštas kuleuven.be - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
Three scenarios for continual learning
GM van de Ven, AS Tolias
arXiv preprint arXiv:1904.07734, 2019
10992019
Brain-inspired replay for continual learning with artificial neural networks
GM van de Ven, HT Siegelmann, AS Tolias
Nature Communications 11, 4069, 2020
5782020
Three types of incremental learning
GM van de Ven, T Tuytelaars, AS Tolias
Nature Machine Intelligence 4 (12), 1185-1197, 2022
4962022
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
3242016
Generative replay with feedback connections as a general strategy for continual learning
GM van de Ven, AS Tolias
arXiv preprint arXiv:1809.10635, 2018
2582018
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
2372022
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
2252021
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
1682018
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
1482016
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
772021
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
752014
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
642021
Energy-based models for continual learning
S Li, Y Du, GM van de Ven, I Mordatch
Conference on Lifelong Learning Agents (CoLLAs) – oral, 2022
55*2022
Continual evaluation for lifelong learning: identifying the stability gap
M De Lange, GM van de Ven, T Tuytelaars
International Conference on Learning Representations (ICLR) – spotlight, 2023
512023
Continual learning: applications and the road forward
E Verwimp, R Aljundi, S Ben-David, M Bethge, A Cossu, A Gepperth, ...
Transactions on Machine Learning Research (TMLR), 2024
352024
Three continual learning scenarios
GM van de Ven, AS Tolias
NeurIPS, Continual Learning Workshop, 2018
352018
A simple lifelong learning approach
JT Vogelstein, J Dey, HS Helm, W LeVine, RD Mehta, TM Tomita, H Xu, ...
arXiv preprint arXiv:2004.12908, 2020
24*2020
Continual learning and catastrophic forgetting
GM van de Ven*, N Soures*, D Kudithipudi
arXiv preprint arXiv:2403.05175, 2024
232024
Continual learning of diffusion models with generative distillation
S Masip, P Rodriguez, T Tuytelaars, GM van de Ven
Conference on Lifelong Learning Agents (CoLLAs), 2024
112024
Prediction error-based classification for class-incremental learning
M Zając, T Tuytelaars, GM van de Ven
International Conference on Learning Representations (ICLR), 2024
92024
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