Hyeongji Kim

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Class Hierarchies

Mahalanobis Distance

Computational Efficiency

Metric Learning

Top Venues

Publications

Hyeongji Kim, Pekka Parviainen, Terje Berge, Ketil Malde
Inspecting class hierarchies in classification-based metric learning models. CoRR (2023)
Hyeongji Kim, Pekka Parviainen, Ketil Malde
Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary. NLDL (2023)
Hyeongji Kim, Pekka Parviainen, Ketil Malde
Distance-Ratio-Based Formulation for Metric Learning. CoRR (2022)
Hyeongji Kim, Ketil Malde
Proper measure for adversarial robustness. CoRR (2020)
Ketil Malde, Hyeongji Kim
Beyond image classification: zooplankton identification with deep vector space embeddings. CoRR (2019)