A survey of deep meta-learning M Huisman, JN Van Rijn, A Plaat Artificial Intelligence Review 54 (6), 4483-4541, 2021 | 144 | 2021 |
Stateless neural meta-learning using second-order gradients M Huisman, A Plaat, JN van Rijn Machine Learning 111 (9), 3227-3244, 2022 | 5 | 2022 |
Metalearning for deep neural networks M Huisman, JN van Rijn, A Plaat Metalearning: Applications to Automated Machine Learning and Data Mining …, 2022 | 4 | 2022 |
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 | 2 | 2022 |
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 | 2 | 2021 |
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 | 1 | 2022 |
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 |