learn2learn is built by a small but active community — this page acknowledges the institutions enabling those contributors and their work.
For individual contributions, please refer to our Changelog.
A non-exhaustive list of papers built on top of learn2learn.
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Uniform Sampling over Episode Difficulty [ArXiv, code]
S.M.R. Arnold*, G. S. Dhillon*, A. Ravichandran, S. Soatto, NeurIPS 2021
Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation [ArXiv, code]
H. Wang, H. Zhao, B. Li, ICML 2021
Embedding Adaptation is Still Needed for Few-Shot Learning [ArXiv]
S.M.R. Arnold, F. Sha, ArXiv 2021
When MAML Can Adapt Fast and How to Assist When It Cannot [ArXiv, code]
S.M.R. Arnold, S. Iqbal, F. Sha, AISTATS 2021
learn2learn: A Library for Meta-Learning Research [ArXiv, code]
S.M.R. Arnold, P. Mahajan, D. Datta, I. Bunner, K.S. Zarkias, ArXiv 2020