Jihyo Kim

11 papers A* 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring the effectiveness of data-centric AI approaches to developing a prescription recognition system. Int. J. Document Anal. Recognit. Jihyo Kim, Daejeong Mun, Jaemoon Hwang, Sangheum Hwang
2025	J	`jnl`	Metadata Enriched Multi-Instance Contrastive Learning for High-Quality Facial Skin Visual Representations. Appl. Artif. Intell. Jihyo Kim, Sungchul Kim, Seungwon Seo, Bumsoo Kim, Daejeong Mun, HoonJae Lee, Sangheum Hwang
2025	A*	`conf`	Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation. ICLR Jihyo Kim, Seulbi Lee, Sangheum Hwang
2024	—	`conf`	Comparison of Out-of-Distribution Detection Performance of CLIP-based Fine-Tuning Methods. ICEIC Jeonghyeon Kim, Jihyo Kim, Sangheum Hwang
2024	J	`jnl`	Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation. CoRR Seulbi Lee, Jihyo Kim, Sangheum Hwang
2023	J	`jnl`	A unified benchmark for the unknown detection capability of deep neural networks. Expert Syst. Appl. Jihyo Kim, Jiin Koo, Sangheum Hwang
2023	J	`jnl`	Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions. CoRR Jihyo Kim, Jeonghyeon Kim, Sangheum Hwang
2023	J	`jnl`	Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation. CoRR Suho Lee, Seungwon Seo, Jihyo Kim, Yejin Lee, Sangheum Hwang
2021	J	`jnl`	A Unified Benchmark for the Unknown Detection Capability of Deep Neural Networks. CoRR Jihyo Kim, Jiin Koo, Sangheum Hwang
2020	A*	`conf`	Confidence-Aware Learning for Deep Neural Networks. ICML Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang
2020	J	`jnl`	Confidence-Aware Learning for Deep Neural Networks. CoRR Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang