David McKinnon

5 papers · 2022–2024 · 3 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 (2) ECCV (2) ICCV (1)

Top co-authors

Long Quan (5) Tian Fang (5) Yanghai Tsin (5) Yao Yao (4) Jingyang Zhang (4) Shiwei Li (3) Jingbo Liu (2) Yihang Qu (1) Yuanxun Lu (1) Hongkai Chen (1)

Research topics

Computer Vision (3) Deep Learning (3) Analysis (3) Models (2) Machine Learning (1) Generation (1) Learning Types (1) Processing (1) Techniques (1)

Keywords

differentiable rendering (2) geometry estimation (1) lighting estimation (1) surface reconstruction (1) diffusion model (1) signed distance field (1) text-to-3d generation (1) material estimation (1) neural implicit function (1) light field (1) normal map (1) hessian regularization (1) 3d reconstruction (1) geometry regularization (1)

Papers

Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion CVPR 2024 NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation ICCV 2023 ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer ECCV 2022 Critical Regularizations for Neural Surface Reconstruction in the Wild CVPR 2022 NeILF: Neural Incident Light Field for Physically-Based Material Estimation ECCV 2022