Mike Huisman - RankMe

13 papers A* 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Subspace Adaptation Prior for Few-Shot Learning. Mach. Learn. Mike Huisman, Aske Plaat, Jan N. van Rijn
2024	J	`jnl`	Understanding transfer learning and gradient-based meta-learning techniques. Mach. Learn. Mike Huisman, Aske Plaat, Jan N. van Rijn
2023	J	`jnl`	Are LSTMs Good Few-Shot Learners? CoRR Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn
2023	J	`jnl`	Are LSTMs good few-shot learners? Mach. Learn. Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn
2023	J	`jnl`	Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. CoRR Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu
2023	J	`jnl`	Subspace Adaptation Prior for Few-Shot Learning. CoRR Mike Huisman, Aske Plaat, Jan N. van Rijn
2023	J	`jnl`	Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques. CoRR Mike Huisman, Aske Plaat, Jan N. van Rijn
2022	A*	`conf`	Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. NeurIPS Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu
2022	J	`jnl`	Stateless neural meta-learning using second-order gradients. Mach. Learn. Mike Huisman, Aske Plaat, Jan N. van Rijn
2021	J	`jnl`	A survey of deep meta-learning. Artif. Intell. Rev. Mike Huisman, Jan N. van Rijn, Aske Plaat
2021	—	`conf`	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) 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
2021	J	`jnl`	Stateless Neural Meta-Learning using Second-Order Gradients. CoRR Mike Huisman, Aske Plaat, Jan N. van Rijn
2020	J	`jnl`	A Survey of Deep Meta-Learning. CoRR Mike Huisman, Jan N. van Rijn, Aske Plaat