Dipu Manandhar

4 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) CVPR (1) ECCV (1) WACV (1)

Top co-authors

John Collomosse (4) Zhaowen Wang (2) Dan Ruta (1) Hailin Jin (1) Yue Bai (1) Paul Guerrero (1) Yun Fu (1)

Research topics

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

Keywords

representation learning (1) object detection (1) variational framework (1) region proposal (1) variational autoencoder (1) latent space (1) transformer decoder (1) layout generation (1) structural similarity (1) hierarchical representation learning (1) user interface (1) tree edit distance (1) design synthesis (1) spatial modeling (1) structural modeling (1) structural prior (1) layout representation (1) hierarchical autoencoder (1) component detection (1) spatial similarity (1)

Papers

CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts WACV 2025 Layout Representation Learning with Spatial and Structural Hierarchies AAAI 2023 Magic Layouts: Structural Prior for Component Detection in User Interface Designs CVPR 2021 Learning Structural Similarity of User Interface Layouts using Graph Networks ECCV 2020