Andrew Jones

5 papers · 2018–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

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Venues

CVPR (2) JMLR (1) NeurIPS (1) UAI (1)

Top co-authors

Ian Gallagher (2) Kari Pulli (1) Lars C. Jebe (1) Gordon Wetzstein (1) Jun Xing (1) Shunsuke Saito (1) Koki Nagano (1) Daniel John Lawson (1) Weikai Chen (1) Barbara E. Engelhardt (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Core Methods (2) Models (2) Data Science & Analytics (1) Knowledge & Reasoning (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Generation (1) Learning Paradigms (1) Methods (1)

Keywords

spectral embedding (2) dynamic network (2) bayesian inference (1) graph representation learning (1) neural rendering (1) image-to-image translation (1) gaussian process (1) functional data analysis (1) latent position (1) node embedding (1) node classification (1) novel view synthesis (1) radiance field (1) mesh reconstruction (1) covariance function (1) network embedding (1) super-resolution network (1) implicit surface (1) super resolution (1) facial geometry (1)

Papers

Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025 Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees UAI 2025 Neural Lumigraph Rendering CVPR 2021 Spectral embedding for dynamic networks with stability guarantees NeurIPS 2021 Mesoscopic Facial Geometry Inference Using Deep Neural Networks CVPR 2018