Jihyo Kim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Multilayer Perceptron

Active Learning

Highly Non Linear

Top Venues

Expert Syst. Appl.

Publications

Jeonghyeon Kim, Jihyo Kim, Sangheum Hwang
Comparison of Out-of-Distribution Detection Performance of CLIP-based Fine-Tuning Methods. ICEIC (2024)
Suho Lee, Seungwon Seo, Jihyo Kim, Yejin Lee, Sangheum Hwang
Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation. CoRR (2023)
Jihyo Kim, Jiin Koo, Sangheum Hwang
A unified benchmark for the unknown detection capability of deep neural networks. Expert Syst. Appl. 229 (Part A) (2023)
Jihyo Kim, Jeonghyeon Kim, Sangheum Hwang
Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions. CoRR (2023)
Jihyo Kim, Jiin Koo, Sangheum Hwang
A Unified Benchmark for the Unknown Detection Capability of Deep Neural Networks. CoRR (2021)
Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang
Confidence-Aware Learning for Deep Neural Networks. CoRR (2020)
Jooyoung Moon, Jihyo Kim, Younghak Shin, Sangheum Hwang
Confidence-Aware Learning for Deep Neural Networks. ICML (2020)