Kotaro Kikuchi

5 papers · 2023–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

CVPR (3) ECCV (1) WACV (1)

Top co-authors

Kota Yamaguchi (5) Naoto Inoue (4) Mayu Otani (3) Edgar Simo-Serra (3) Daichi Horita (1) Kiyoharu Aizawa (1) Tomoyuki Suzuki (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Core AI (2) Generation (2) Computer Science (1) Applications (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Models (1)

Keywords

layout generation (2) autoregressive generation (1) multimodal learning (1) document understanding (1) conditional generation (1) hierarchical structure (1) generative model (1) autoregressive model (1) vision-language model (1) controllable generation (1) discrete diffusion (1) masked prediction (1) discrete state space (1) retrieval-augmented generation (1) discrete diffusion model (1) bounding box (1) retrieval augmentation (1) structured data (1) layout transformer (1) vector graphics (1)

Papers

Fast Sprite Decomposition from Animated Graphics ECCV 2024 Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation CVPR 2024 Generative Colorization of Structured Mobile Web Pages WACV 2023 LayoutDM: Discrete Diffusion Model for Controllable Layout Generation CVPR 2023 Towards Flexible Multi-Modal Document Models CVPR 2023