Jihyo Kim

2 papers · 2020–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1)

Top co-authors

Sangheum Hwang (2) Younghak Shin (1) Jooyoung Moon (1) Seulbi Lee (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

out-of-distribution detection (2) neural network optimization (1) deep neural network (1) loss function (1) foundation model (1) large vision-language model (1) confidence estimation (1) self-guided prompting (1) active learning (1) distributed detection (1)

Papers

Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation ICLR 2025 Confidence-Aware Learning for Deep Neural Networks ICML 2020