James M. Murphy

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Papers (9)

1. Deep Spatially-Regularized and Superpixel-Based Diffusion Learning for Unsupervised Hyperspectral Image Clustering cs.CV · 2026 · author #2
2. Learning by Active Nonlinear Diffusion cs.LG · 2019 · author #2
3. Spectral Analysis for Non-Hermitian Matrices and Directed Graphs math.SP · 2018 · author #2
4. Learning by Unsupervised Nonlinear Diffusion stat.ML · 2018 · author #2
5. Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms stat.ML · 2017 · author #3
6. A theoretical guarantee for data completion via geometric separation math.FA · 2017 · author #2
7. Unsupervised Clustering and Active Learning of Hyperspectral Images with Nonlinear Diffusion cs.CV · 2017 · author #1
8. Superresolution of Noisy Remotely Sensed Images Through Directional Representations cs.CV · 2016 · author #2
9. Discrete Directional Gabor Frames math.FA · 2016 · author #3

Mentions

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Frequent Coauthors

• Mauro Maggioni 4 shared papers
• Wojciech Czaja 2 shared papers
• Anna Little 1 shared papers
• Benjamin Manning 1 shared papers
• Daniel Weinberg 1 shared papers
• Edinah K. Gnang 1 shared papers
• Emily J. King 1 shared papers
• Kevin Stubbs 1 shared papers
• Vutichart Buranasiri 1 shared papers