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Mike Huisman
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A survey of deep meta-learning
M Huisman, JN Van Rijn, A Plaat
Artificial Intelligence Review 54 (6), 4483-4541, 2021
1442021
Stateless neural meta-learning using second-order gradients
M Huisman, A Plaat, JN van Rijn
Machine Learning 111 (9), 3227-3244, 2022
52022
Metalearning for deep neural networks
M Huisman, JN van Rijn, A Plaat
Metalearning: Applications to Automated Machine Learning and Data Mining …, 2022
42022
A preliminary study on the feature representations of transfer learning and gradient-based meta-learning techniques
M Huisman, JN van Rijn, A Plaat
Fifth Workshop on Meta-Learning at the Conference on Neural Information …, 2022
22022
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
I Ullah, D Carrión-Ojeda, S Escalera, IM Guyon, M Huisman, F Mohr, ...
Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022
2*2022
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification
A El Baz, I Ullah, E Alcobaça, AC Carvalho, H Chen, F Ferreira, H Gouk, ...
NeurIPS 2021 Competition and Demonstration Track, 2021
22021
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification
A El Baz, I Ullah, E Alcobaça, AC Carvalho, H Chen, F Ferreira, H Gouk, ...
NeurIPS 2021 Competitions and Demonstrations Track, 80-96, 2022
12022
Supplementary Material for Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image …
A El Baz, I Ullah, E Alcobaça, AC Carvalho, H Chen, F Ferreira, H Gouk, ...
Feedback 51 (2,040), 2016
2016
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