Jihyo Kim

According to our database, Jihyo Kim authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Metadata Enriched Multi-Instance Contrastive Learning for High-Quality Facial Skin Visual Representations.

Jihyo Kim, Sungchul Kim, Seungwon Seo, Bumsoo Kim, Daejeong Mun, Hoonjae Lee, Sangheum Hwang

Appl. Artif. Intell., December, 2025

Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation.

Jihyo Kim, Seulbi Lee, Sangheum Hwang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Comparison of Out-of-Distribution Detection Performance of CLIP-based Fine-Tuning Methods.

Jeonghyeon Kim, Jihyo Kim, Sangheum Hwang

Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023

A unified benchmark for the unknown detection capability of deep neural networks.

Jihyo Kim, Jiin Koo, Sangheum Hwang

Expert Syst. Appl., November, 2023

Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation.

Suho Lee, Seungwon Seo, Jihyo Kim, Yejin Lee, Sangheum Hwang

CoRR, 2023

Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions.

Jihyo Kim, Jeonghyeon Kim, Sangheum Hwang

CoRR, 2023

2020

Confidence-Aware Learning for Deep Neural Networks.

Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang

Proceedings of the 37th International Conference on Machine Learning, 2020