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Kodai Nakashima

4 papers · 2021–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ICCV (2) AAAI (1) CVPR (1)

Top co-authors

Hirokatsu Kataoka (4) Nakamasa Inoue (3) Rio Yokota (2) Yutaka Satoh (2) Kenji Iwata (2) Ryo Hayamizu (2) Ryota Suzuki (1) Yue Qiu (1) Xinyu Zhang (1) Sora Takashima (1)

Research topics

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

Keywords

self-supervised learning (2) image classification (2) formula-driven supervised learning (2) vision transformer (2) transfer learning (2) synthetic image (1) visual language model (1) limited labeled data (1) change captioning (1) object contour (1) formula-driven supervision (1) contour generation (1) transformer architecture (1) change localization (1) semantic segmentation (1) image captioning (1) synthetic data generation (1) synthetic data (1)

Papers

SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning ICCV 2023 Can Vision Transformers Learn without Natural Images? AAAI 2022 Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022 Describing and Localizing Multiple Changes With Transformers ICCV 2021