Joe Kileel

6 papers · 2017–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

🧬 Topic Evolution

Venues

CVPR (3) NeurIPS (3)

Top co-authors

Daniel Miao (2) Gilad Lerman (2) Bernd Sturmfels (1) Matthew Trager (1) Tomas Pajdla (1) Joan Bruna (1) Timo Klock (1) Benjamin Kimia (1) Zuzana Kukelova (1) Hongyi Fan (1)

Research topics

Mathematics & Optimization (5) Computer Vision (4) Machine Learning (4) Analysis (4) Optimization (4) Optimization & Theory · Machine Learning (4) Mathematics (3) Deep Learning (2) Architectures (1) Core Methods (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

tensor decomposition (4) multi-view geometry (2) camera pose estimation (2) numerical optimization (1) low-rank approximation (1) singular value decomposition (1) tensor factorization (1) low-rank representation (1) expressive power (1) alternating direction method of multiplier (1) camera pose (1) layer width (1) camera pose recovery (1) trifocal tensor (1) synchronization algorithm (1) polynomial equation (1) tucker decomposition (1) epipolar geometry (1) numerical instability (1) power method (1)

Papers

QuadSync: Quadrifocal Tensor Synchronization via Tucker Decomposition CVPR 2026 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NeurIPS 2024 On the Instability of Relative Pose Estimation and RANSAC's Role CVPR 2022 Landscape analysis of an improved power method for tensor decomposition NeurIPS 2021 On the Expressive Power of Deep Polynomial Neural Networks NeurIPS 2019 A Clever Elimination Strategy for Efficient Minimal Solvers CVPR 2017