Gwangbin Bae

7 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

CVPR (4) WACV (2) ICCV (1)

Top co-authors

Roberto Cipolla (4) Andrew J. Davison (3) Ignas Budvytis (2) Dong Chen (1) Hidenobu Matsuki (1) Martin de La Gorce (1) Jingjing Shen (1) James Charles (1) Charlie Hewitt (1) Julien Valentin (1)

Research topics

Computer Vision (7) Analysis (7) Machine Learning (4) Deep Learning (3) Learning Types · Deep Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Processing (2) Application Areas (1) Architectures (1) Domain-Specific (1)

Keywords

surface normal estimation (3) multi-view geometry (2) synthetic data (2) surface reconstruction (2) depth estimation (2) 3d reconstruction (2) surface normal (2) camera localization (1) data augmentation (1) domain adaptation (1) scene reconstruction (1) gaussian splatting (1) structure from motion (1) uncertainty quantification (1) probabilistic distribution (1) 3d vision (1) generalization ability (1) probabilistic sampling (1) gaussian distribution (1) probability distribution (1)

Papers

4DTAM: Non-Rigid Tracking and Mapping via Dynamic Surface Gaussians CVPR 2025 FOUND: Foot Optimization With Uncertain Normals for Surface Deformation Using Synthetic Data WACV 2024 Rethinking Inductive Biases for Surface Normal Estimation CVPR 2024 SuperPrimitive: Scene Reconstruction at a Primitive Level CVPR 2024 DigiFace-1M: 1 Million Digital Face Images for Face Recognition WACV 2023 Multi-View Depth Estimation by Fusing Single-View Depth Probability With Multi-View Geometry CVPR 2022 Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation ICCV 2021