Ji-won Baek

4 papers · 2020–2023 · 3 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 · Bronze 🗺️ Taxonomy Completionist (11)

Venues

CVPR (2) ICCV (1) ICML (1)

Top co-authors

Seungju Han (4) Insoo Kim (2) Seong-Jin Park (2) Jae-Joon Han (2) Sungjoo Suh (1) Chanho Ahn (1) Min Yang (1) Ran Yang (1) Juhwan Song (1) Hae Beom Lee (1)

Research topics

Machine Learning (4) Computer Vision (3) Application Areas (3) Analysis (2) Deep Learning (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1) Techniques (1)

Keywords

face recognition (3) data augmentation (2) feature extraction (1) knowledge distillation (1) deep learning (1) intrinsic dimension (1) image recognition (1) image corruption (1) noisy label (1) classification performance (1) robust recognition (1) robust loss (1) invertible neural network (1) label confidence (1) clean-like feature (1) variation transfer (1) image classification (1) student training (1) few-shot learning (1)

Papers

Rethinking Feature-Based Knowledge Distillation for Face Recognition CVPR 2023 Sample-wise Label Confidence Incorporation for Learning with Noisy Labels ICCV 2023 Quality-Agnostic Image Recognition via Invertible Decoder CVPR 2021 Meta Variance Transfer: Learning to Augment from the Others ICML 2020