Mike Huisman

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Inductive Learning

Learning Situations

Image Classification

Top Venues

Artif. Intell. Rev.

Publications

Mike Huisman, Aske Plaat, Jan N. van Rijn
Subspace Adaptation Prior for Few-Shot Learning. Mach. Learn. 113 (2) (2024)
Mike Huisman, Aske Plaat, Jan N. van Rijn
Understanding transfer learning and gradient-based meta-learning techniques. Mach. Learn. 113 (7) (2024)
Mike Huisman, Aske Plaat, Jan N. van Rijn
Subspace Adaptation Prior for Few-Shot Learning. CoRR (2023)
Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn
Are LSTMs Good Few-Shot Learners? CoRR (2023)
Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn
Are LSTMs good few-shot learners? Mach. Learn. 112 (11) (2023)
Mike Huisman, Aske Plaat, Jan N. van Rijn
Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques. CoRR (2023)
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 (2023)
Mike Huisman, Aske Plaat, Jan N. van Rijn
Stateless neural meta-learning using second-order gradients. Mach. Learn. 111 (9) (2022)
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)
Mike Huisman, Jan N. van Rijn, Aske Plaat
A survey of deep meta-learning. Artif. Intell. Rev. 54 (6) (2021)
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)
Mike Huisman, Aske Plaat, Jan N. van Rijn
Stateless Neural Meta-Learning using Second-Order Gradients. CoRR (2021)
Mike Huisman, Jan N. van Rijn, Aske Plaat
A Survey of Deep Meta-Learning. CoRR (2020)