Nicolas Donati

3 papers · 2020–2022 · 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 (2) NeurIPS (1)

Top co-authors

Maks Ovsjanikov (3) Lei Li (1) Etienne Corman (1) Abhishek Sharma (1)

Research topics

Computer Vision (3) Analysis (3) Deep Learning (2) Machine Learning (2) Architectures (2) Core Methods (2) Learning Types (1) Processing (1)

Keywords

functional map (3) shape matching (3) geometric deep learning (2) 3d shape analysis (2) non-rigid registration (1) spectral analysis (1) multi-resolution analysis (1) 3d shape (1) graph neural network (1) 3d shape correspondence (1) feature extraction network (1) orientation preservation (1) shape symmetry (1) feature learning (1) diffusion net (1) shape correspondence (1) attention mechanism (1) 3d vision (1)

Papers

Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape Matching CVPR 2022 Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching NeurIPS 2022 Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence CVPR 2020