conftrace_

Sungrae Hong

3 papers · 2025–2026 · 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 🌉 Interdisciplinary Bridge · Silver

Venues

WACV (2) CVPR (1)

Top co-authors

Mun Yong Yi (3) Sol Lee (2) Jisu Shin (2) Jiwon Jeong (2) Hyeongmin Park (1) Jongwoo Kim (1) Kyungeun Kim (1) Donghee Han (1) Chanjae Song (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Core AI (1) Domain-Specific (1) Learning Types · Deep Learning (1)

Keywords

multiple instance learning (3) model calibration (2) whole slide image (2) uncertainty quantification (2) multi-class classification (1) uncertainty estimation (1) cross-entropy loss (1) medical diagnosis (1) hierarchical classification (1) histopathology image (1) medical imaging (1) confidence calibration (1) label smoothing (1)

Papers

Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning WACV 2026 Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning CVPR 2026 Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification WACV 2025