Task-Equivariant Graph Few-shot Learning

Author:

Kim Sungwon1ORCID,Lee Junseok1ORCID,Lee Namkyeong1ORCID,Kim Wonjoong1ORCID,Choi Seungyoon1ORCID,Park Chanyoung1ORCID

Affiliation:

1. KAIST, Daejeon, Republic of Korea

Funder

Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government(MSIT)

Publisher

ACM

Reference51 articles.

1. Brandon Anderson , Truong Son Hy, and Risi Kondor . 2019 . Cormorant : Covariant molecular neural networks. Advances in neural information processing systems, Vol. 32 (2019). Brandon Anderson, Truong Son Hy, and Risi Kondor. 2019. Cormorant: Covariant molecular neural networks. Advances in neural information processing systems, Vol. 32 (2019).

2. Aleksandar Bojchevski and Stephan Günnemann . 2017. Deep gaussian embedding of graphs: Unsupervised inductive learning via ranking. arXiv preprint arXiv:1707.03815 ( 2017 ). Aleksandar Bojchevski and Stephan Günnemann. 2017. Deep gaussian embedding of graphs: Unsupervised inductive learning via ranking. arXiv preprint arXiv:1707.03815 (2017).

3. Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning

4. Taco Cohen and Max Welling . 2016 a. Group equivariant convolutional networks . In International conference on machine learning. PMLR, 2990--2999 . Taco Cohen and Max Welling. 2016a. Group equivariant convolutional networks. In International conference on machine learning. PMLR, 2990--2999.

5. Taco S Cohen and Max Welling . 2016b. Steerable cnns. arXiv preprint arXiv:1612.08498 ( 2016 ). Taco S Cohen and Max Welling. 2016b. Steerable cnns. arXiv preprint arXiv:1612.08498 (2016).

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