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Research Statement
- Geometry processing and discrete differential geometry
- Geometric data processing and machine learning
- Image processing and computational photography
- Optimization and numerical methods
- Computer science education
Recent Publications
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M. Ben-Chen, A. Butscher, J. Solomon, and L. Guibas, On Discrete Killing Vector Fields and Patterns on Surfaces, Proc. Eurographics Symposium on Geometry Processing (SGP) 2010 (Best Paper Award 2nd Place).
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M. Kass and J. Solomon, Smoothed Local Histogram Filters, Proc. SIGGRAPH 2010, no. 100.
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J. Solomon, M. Ben-Chen, A. Butscher, and L. Guibas, Discovery of Intrinsic Primitives on Triangle Meshes, Proc. Eurographics 2011.
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J. Solomon, M. Ben-Chen, A. Butscher, and L. Guibas, As-Killing-As-Possible Vector Fields for Planar Deformation, Symposium on Geometry Processing (2011).
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Maks Ovsjanikov, Mirela Ben-Chen, Justin Solomon, Adrian Butscher and Leonidas Guibas. Functional Maps: A Flexible Representation of Maps Between Shapes. ACM Transactions on Graphics. 31(4), 2012 -- Siggraph 2012.
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J. Solomon, E. Vouga, M. Wardetzky, and E. Grinspun, Flexible Developable Surfaces, Proc. Symposium on Geometry Processing (2012).
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J. Solomon, A. Nguyen, A. Butscher, M. Ben-Chen, and L. Guibas, Soft maps between surfaces, Proc. Symposium on Geometry Processing (2012).
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J. Solomon, L. Guibas, and A. Butscher, Dirichlet energy for analysis and synthesis of soft maps, Proc. Eurographics Symposium on Geometry Processing (2013).
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J. Solomon, K. Crane, A. Butscher, and C. Wojtan, A General Framework for Bilateral and Mean Shift Filtering, ArXiv: 1405.4734 (2014).
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J. Solomon, R. Rustamov, L. Guibas, and A. Butscher, Wasserstein Propagation for Semi-Supervised Learning, Proc. International Conference on Machine Learning (ICML 2014).
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B. Zhu, E. Quigley, M. Cong, J. Solomon, and R. Fedkiw, Codimensional Surface Tension Flow on Simplicial Complexes, Proc. SIGGRAPH (2014).
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J. Solomon, R. Rustamov, L. Guibas, and A. Butscher, Earth Mover’s Distances on Discrete Surfaces, Proc. SIGGRAPH (2014).
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Solomon, Justin, Fernando de Goes, Gabriel Peyré, Marco Cuturi, Adrian Butscher, Andy Nguyen, Tao Du, and Leonidas Guibas. "Convolutional Wasserstein Distances: Efficient Optimal Transportation on Geometric Domains." SIGGRAPH 2015, Los Angeles.
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