Erhan Gundogdu

4 papers · 2019–2022 · 2 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

CVPR (3) ICCV (1)

Top co-authors

Mathieu Salzmann (2) Pascal Fua (2) Matthieu Guillaumin (1) Shaifali Parashar (1) Thomas Dideriksen (1) Leon Xu (1) Jitendra Malik (1) Jan Bednarik (1) Loris Bazzani (1) Jasmine Collins (1)

Research topics

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

Keywords

representation learning (1) 3d reconstruction (1) self-supervised learning (1) point cloud (1) 3d object understanding (1) cross-modal retrieval (1) surface reconstruction (1) differentiable rendering (1) physically-based rendering (1) material estimation (1) surface normal (1) point cloud processing (1) physics-based modeling (1) hierarchical transformer (1) object retrieval (1) recipe retrieval (1) text-image matching (1) parametric representation (1) single-view 3d reconstruction (1) image-recipe matching (1)

Papers

ABO: Dataset and Benchmarks for Real-World 3D Object Understanding CVPR 2022 Revamping Cross-Modal Recipe Retrieval With Hierarchical Transformers and Self-Supervised Learning CVPR 2021 Shape Reconstruction by Learning Differentiable Surface Representations CVPR 2020 GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping ICCV 2019