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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, Aske Plaat, Jan N. van Rijn:
Understanding transfer learning and gradient-based meta-learning techniques. Mach. Learn. 113(7): 4113-4132 (2024) - 2023
- [j3]Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn:
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, Aske Plaat, Jan N. van Rijn:
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, Jan N. van Rijn, Aske Plaat:
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, Hong Chen, Fabio Ferreira, Henry Gouk, Chaoyu Guan, Isabelle Guyon, Timothy M. Hospedales, Shell Hu, Mike Huisman, Frank Hutter, Zhengying Liu, Felix Mohr, Ekrem Öztürk, Jan N. van Rijn, Haozhe Sun, Xin Wang, Wenwu Zhu:
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)
Coauthor Index
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