Christian Simon

Adaptive Subspaces for Few-Shot Learning

Christian Simon, Piotr Koniusz, Richard Nock et al. · 2020 · 445 citations

Artificial Intelligence, Few-shot Learning, Multiple Instance Learning +17

Synthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces

Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 63 citations

Few-shot Learning, Incremental Learning, Multiple Instance Learning +17

Reinforced Attention for Few-Shot Learning and Beyond

Jie Hong, Pengfei Fang, Weihao Li et al. · 2021 · 48 citations · Full text

Few-shot Learning, Backbone Network, Multiple Instance Learning +13

On Generalizing Beyond Domains in Cross-Domain Continual Learning

Christian Simon, Masoud Faraki, Yi‐Hsuan Tsai et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 34 citations

Artificial Intelligence, Incremental Learning, Engineering +14

Reflection removal for in-vehicle black box videos

Christian Simon, In Kyu Park · 2015 · 33 citations

Windscreen Reflection, Machine Vision, Image Analysis +11