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Mike Huisman
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2020 – today
- 2024
- [j5]Mike Huisman
, Aske Plaat, Jan N. van Rijn:
Subspace Adaptation Prior for Few-Shot Learning. Mach. Learn. 113(2): 725-752 (2024) - [j4]Mike Huisman
Understanding transfer learning and gradient-based meta-learning techniques. Mach. Learn. 113(7): 4113-4132 (2024) - 2023
- [j3]Mike Huisman
Are LSTMs good few-shot learners? Mach. Learn. 112(11): 4635-4662 (2023) - [i6]Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. CoRR abs/2302.08909 (2023) - [i5]Mike Huisman, Aske Plaat, Jan N. van Rijn:
Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques. CoRR abs/2310.06148 (2023) - [i4]Mike Huisman, Aske Plaat, Jan N. van Rijn:
Subspace Adaptation Prior for Few-Shot Learning. CoRR abs/2310.09028 (2023) - [i3]Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn:
Are LSTMs Good Few-Shot Learners? CoRR abs/2310.14139 (2023) - 2022
- [j2]Mike Huisman
Stateless neural meta-learning using second-order gradients. Mach. Learn. 111(9): 3227-3244 (2022) - [c2]Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. NeurIPS 2022 - 2021
- [j1]Mike Huisman
A survey of deep meta-learning. Artif. Intell. Rev. 54(6): 4483-4541 (2021) - [c1]Adrian El Baz, Ihsan Ullah, Edesio Alcobaça, André C. P. L. F. de Carvalho
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. NeurIPS (Competition and Demos) 2021: 80-96 - [i2]Mike Huisman, Aske Plaat, Jan N. van Rijn:
Stateless Neural Meta-Learning using Second-Order Gradients. CoRR abs/2104.10527 (2021) - 2020
- [i1]Mike Huisman, Jan N. van Rijn, Aske Plaat:
A Survey of Deep Meta-Learning. CoRR abs/2010.03522 (2020)
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last updated on 2024-10-07 22:23 CEST by the dblp team
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