Hyeongji Kim

According to our database, Hyeongji Kim authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Tied Prototype Model for Few-Shot Medical Image Segmentation.

Hyeongji Kim, Stine Hansen, Michael Kampffmeyer

CoRR, June, 2025

2024

ProxyDR: Deep Hyperspherical Metric Learning with Distance Ratio-Based Formulation.

Hyeongji Kim, Changkyu Choi, Michael Kampffmeyer, Terje Berge, Pekka Parviainen, Ketil Malde

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

Inspecting class hierarchies in classification-based metric learning models.

Hyeongji Kim, Pekka Parviainen, Terje Berge, Ketil Malde

CoRR, 2023

Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary.

Hyeongji Kim, Pekka Parviainen, Ketil Malde

Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

2022

Distance-Ratio-Based Formulation for Metric Learning.

Hyeongji Kim, Pekka Parviainen, Ketil Malde

CoRR, 2022

2020

Proper measure for adversarial robustness.

Hyeongji Kim, Ketil Malde

CoRR, 2020

2019

Beyond image classification: zooplankton identification with deep vector space embeddings.

Ketil Malde, Hyeongji Kim

CoRR, 2019