Matthew A. Chan

4 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICCV (1) NeurIPS (1)

Top co-authors

Eric R. Chan (2) Tero Karras (2) Shalini De Mello (2) Koki Nagano (2) Christopher A. Metzler (2) Gordon Wetzstein (2) Yiannis Aloimonos (1) Maria J. Molina (1) Leonidas J. Guibas (1) Orazio Gallo (1)

Research topics

Computer Vision (3) Deep Learning (3) Models (3) Machine Learning (2) Analysis (2) Generation (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Applications (1) Architectures (1) Core AI (1) Domain-Specific (1) Processing (1)

Keywords

diffusion model (2) neural rendering (2) epistemic uncertainty (1) event camera (1) geometry estimation (1) 3d vision (1) cramer-rao bound (1) neural representation (1) feature generation (1) generative adversarial network (1) 3d generation (1) novel view synthesis (1) aleatoric uncertainty (1) computational imaging (1) multi-view consistency (1) 3d tracking (1) multi-view consistent (1) geometry synthesis (1) point spread function (1) psf engineering (1)

Papers

CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras CVPR 2024 Estimating Epistemic and Aleatoric Uncertainty with a Single Model NeurIPS 2024 Generative Novel View Synthesis with 3D-Aware Diffusion Models ICCV 2023 Efficient Geometry-Aware 3D Generative Adversarial Networks CVPR 2022