Daeyun Shin

4 papers · 2015–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (3) ICCV (1)

Top co-authors

Derek Hoiem (2) Charless C. Fowlkes (2) Tanmay Gupta (1) Jason Rock (1) Zhile Ren (1) Yunhan Zhao (1) Charless Fowlkes (1) Erik B. Sudderth (1) JunYoung Gwak (1) Shu Kong (1)

Research topics

Computer Vision (4) Analysis (4) Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Learning Types (2) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Paradigms (1)

Keywords

depth estimation (3) domain adaptation (1) scene understanding (1) attention mechanism (1) image translation (1) convolutional neural network (1) synthetic data (1) domain shift (1) 3d scene reconstruction (1) view synthesis (1) epipolar geometry (1) shape completion (1) depth image (1) depth map (1) 3d shape prediction (1) object retrieval (1) monocular depth (1) voxel representation (1) single-view reconstruction (1) volumetric representation (1)

Papers

Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation CVPR 2020 3D Scene Reconstruction With Multi-Layer Depth and Epipolar Transformers ICCV 2019 Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR 2018 Completing 3D Object Shape From One Depth Image CVPR 2015