Class feature Sub-space for few-shot classification

Adaptive Subspaces for Few-Shot Learning

Christian Simon, Piotr Koniusz, Richard Nock et al. · 2020 · 451 citations

Computing, Computer Science, Computer Vision +12

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

Yinbo Chen, Zhuang Liu, Huijuan Xu et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 441 citations

Computing, Computer Science, Computer Vision +9

Finding Task-Relevant Features for Few-Shot Learning by Category Traversal

Hongyang Li, David Eigen, Samuel Dodge et al. · 2019 · 382 citations

Computing, Computer Science, Computer Vision +10

Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

Xiaokang Zhou, Wei Liang, Shohei Shimizu et al. · IEEE Transactions on Industrial Informatics · 2020 · 340 citations · Full text

Computing, Computer Science, Cybersecurity +16

Prevalence of neural collapse during the terminal phase of deep learning training

Vardan Papyan, X. Y. Han, David L. Donoho · Proceedings of the National Academy of Sciences · 2020 · 333 citations · Full text

Computing, Computer Science, Computer Vision +8