Daehee Kim

5 papers · 2021–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICCV (2) CVPR (1) ECCV (1) EMNLP (1)

Top co-authors

Taeho Kil (3) Yoonsik Kim (3) Seunghyun Park (2) Jaekoo Lee (2) Geewook Kim (2) Jinkyu Kim (2) Youngjun Yoo (1) HyeJin Lee (1) Sanghee Park (1) Haeji Jung (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Core Methods (1) Domain-Specific (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

contrastive learning (2) self-supervised learning (2) domain generalization (1) document understanding (1) scene text detection (1) autoregressive model (1) model generalization (1) mixup augmentation (1) domain-invariant feature (1) visual document understanding (1) text detection (1) scene text (1) self-supervised contrastive learning (1) text spotting (1) scene text spotting (1) text rendering (1) frozen large language model (1) document intelligence (1) polygon detection (1) language-image understanding (1)

Papers

SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap ICCV 2023 Towards Unified Scene Text Spotting Based on Sequence Generation CVPR 2023 Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models EMNLP 2023 Bridging the Domain Gap towards Generalization in Automatic Colorization ECCV 2022 SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021