ML Anthology

Huisman, Mike

6 publications

MLJ 2024 Subspace Adaptation Prior for Few-Shot Learning Mike Huisman, Aske Plaat, Jan N. van Rijn
MLJ 2024 Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques Mike Huisman, Aske Plaat, Jan N. van Rijn
MLJ 2023 Are LSTMs Good Few-Shot Learners? Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn
NeurIPS 2022 Meta-Album: Multi-Domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu
MLJ 2022 Stateless Neural Meta-Learning Using Second-Order Gradients Mike Huisman, Aske Plaat, Jan N. van Rijn
NeurIPSW 2021 A Preliminary Study on the Feature Representations of Transfer Learning and Gradient-Based Meta-Learning Techniques Mike Huisman, Jan N. van Rijn, Aske Plaat