J. Solomon

Most-cited papers

Dynamic Graph CNN for Learning on Point Clouds
Yue Wang, Yongbin Sun, Zi-Wei Liu, S. Sarma +2 more
2018ACM Transactions on Graphics8,095 citations Open access
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Deep Closest Point: Learning Representations for Point Cloud Registration
Yue Wang, J. Solomon
2019IEEE International Conference on Computer Vision1,132 citations Open access
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PRNet: Self-Supervised Learning for Partial-to-Partial Registration
Yue Wang, J. Solomon
2019Neural Information Processing Systems480 citations
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Pillar-based Object Detection for Autonomous Driving
Yue Wang, A. Fathi, Abhijit Kundu, David A. Ross +3 more
2020European Conference on Computer Vision258 citations Open access
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Recombination: A family of Markov chains for redistricting
Daryl R. DeFord, Du-Chin Moon, J. Solomon
2019Issue 3.1, Winter 2021199 citations Open access
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Polygonal Building Extraction by Frame Field Learning
N. Girard, Dmitriy Smirnov, J. Solomon, Y. Tarabalka
2021Computer Vision and Pattern Recognition140 citations
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Object DGCNN: 3D Object Detection using Dynamic Graphs
Yue Wang, J. Solomon
2021Neural Information Processing Systems129 citations
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Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark
Alexander Korotin, Lingxiao Li, A. Genevay, J. Solomon +2 more
2021Neural Information Processing Systems125 citations
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Large-Scale Wasserstein Gradient Flows
Petr Mokrov, Alexander Korotin, Lingxiao Li, A. Genevay +2 more
2021Neural Information Processing Systems114 citations
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Hierarchical Optimal Transport for Document Representation
M. Yurochkin, Sebastian Claici, Edward Chien, F. Mirzazadeh +1 more
2019Neural Information Processing Systems109 citations
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Vectorization of Line Drawings via Polyvector Fields
Mikhail Bessmeltsev, J. Solomon
2018ACM Transactions on Graphics106 citations Open access
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Singularity-constrained octahedral fields for hexahedral meshing
Heng Liu, Paul Zhang, Edward Chien, J. Solomon +1 more
2018ACM Transactions on Graphics96 citations Open access
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Parallel Streaming Wasserstein Barycenters
Matthew Staib, Sebastian Claici, J. Solomon, S. Jegelka
2017Neural Information Processing Systems94 citations
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Optimal Transport on Discrete Domains
J. Solomon
2018Proceedings of Symposia in Applied Mathematics82 citations Open access
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Reversible Harmonic Maps between Discrete Surfaces
Danielle Ezuz, J. Solomon, M. Ben-Chen
2018ACM Transactions on Graphics79 citations Open access
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Dynamical optimal transport on discrete surfaces
Hugo Lavenant, Sebastian Claici, Edward Chien, J. Solomon
2018ACM Transactions on Graphics77 citations Open access
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Outlier-Robust Optimal Transport
Debarghya Mukherjee, Aritra Guha, J. Solomon, Yuekai Sun +1 more
2020International Conference on Machine Learning66 citations
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Isometry‐Aware Preconditioning for Mesh Parameterization
Sebastian Claici, M. Bessmeltsev, S. Schaefer, J. Solomon
2017Computer graphics forum (Print)65 citations
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Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization
Alexander Korotin, Lingxiao Li, J. Solomon, Evgeny Burnaev
2021International Conference on Learning Representations63 citations
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Deep Parametric Shape Predictions Using Distance Fields
Dmitriy Smirnov, Matthew Fisher, Vladimir G. Kim, Richard Zhang +1 more
2019Computer Vision and Pattern Recognition63 citations Open access
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Continuous Regularized Wasserstein Barycenters
Lingxiao Li, A. Genevay, M. Yurochkin, J. Solomon
2020Neural Information Processing Systems61 citations
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OptCuts
Min-Chen Li, Danny M. Kaufman, Vladimir G. Kim, J. Solomon +1 more
2018ACM Transactions on Graphics58 citations Open access
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Rewiring with Positional Encodings for Graph Neural Networks
Rickard Brüel Gabrielsson, M. Yurochkin, J. Solomon
2022Trans. Mach. Learn. Res.53 citations
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Functional Characterization of Intrinsic and Extrinsic Geometry
E. Corman, J. Solomon, M. Ben-Chen, L. Guibas +1 more
2017TOGS51 citations Open access
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Algebraic Representations for Volumetric Frame Fields
David R Palmer, D. Bommes, J. Solomon
2019ACM Transactions on Graphics50 citations Open access
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Interactive exploration of design trade-offs
Adriana Schulz, Harrison K. Wang, E. Grinspun, J. Solomon +1 more
2018ACM Transactions on Graphics49 citations Open access
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MarioNette: Self-Supervised Sprite Learning
Dmitriy Smirnov, Michaël Gharbi, Matthew Fisher, V. Guizilini +2 more
2021Neural Information Processing Systems47 citations
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Learning Manifold Patch-Based Representations of Man-Made Shapes
Dmitriy Smirnov, M. Bessmeltsev, J. Solomon
2020International Conference on Learning Representations47 citations
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Learning Detail Transfer based on Geometric Features
Sema Berkiten, Maciej Halber, J. Solomon, Chongyang Ma +2 more
2017Computer graphics forum (Print)45 citations
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Data-Free Learning of Reduced-Order Kinematics
Nicholas Sharp, Cristian Romero, A. Jacobson, E. Vouga +3 more
2023International Conference on Computer Graphics and Interactive Techniques44 citations Open access
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Model Fusion with Kullback-Leibler Divergence
Sebastian Claici, M. Yurochkin, Soumya Ghosh, J. Solomon
2020International Conference on Machine Learning42 citations
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Gerrymandering and Compactness: Implementation Flexibility and Abuse
Richard Barnes, J. Solomon
2018Political Analysis39 citations Open access
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Learning Embeddings into Entropic Wasserstein Spaces
Charlie Frogner, F. Mirzazadeh, J. Solomon
2019International Conference on Learning Representations38 citations
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Sum-of-squares geometry processing
Zoë Marschner, Paul Zhang, David R Palmer, J. Solomon
2021ACM Transactions on Graphics37 citations Open access
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A Computational Approach to Measuring Vote Elasticity and Competitiveness
Daryl R. DeFord, Du-Chin Moon, J. Solomon
2020arXiv.org37 citations Open access
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Complexity and Geometry of Sampling Connected Graph Partitions
Lorenzo Najt, Daryl R. DeFord, J. Solomon
2019arXiv.org37 citations
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HodgeNet
Dmitriy Smirnov, J. Solomon
2021ACM Transactions on Graphics36 citations
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Interactive all-hex meshing via cuboid decomposition
Lingxiao Li, Paul Zhang, Dmitriy Smirnov, S. M. Abulnaga +1 more
2021ACM Transactions on Graphics33 citations Open access
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Incorporating Unlabeled Data into Distributionally Robust Learning
Charlie Frogner, Sebastian Claici, Edward Chien, J. Solomon
2019Journal of machine learning research32 citations
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Interactive Curve Constrained Functional Maps
Anne Gehre, M. Bronstein, L. Kobbelt, J. Solomon
2018Computer graphics forum (Print)32 citations Open access
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Intrinsic and extrinsic operators for shape analysis
Yu Wang, J. Solomon
2019Handbook of Numerical Analysis31 citations
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Redistricting Algorithms
Amariah Becker, J. Solomon
2020arXiv.org30 citations
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Self-Consistent Velocity Matching of Probability Flows
Lingxiao Li, Samuel Hurault, J. Solomon
2023Neural Information Processing Systems29 citations Open access
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DeepCurrents: Learning Implicit Representations of Shapes with Boundaries
David R Palmer, Dmitriy Smirnov, Stephanie Wang, Albert Chern +1 more
2021Computer Vision and Pattern Recognition28 citations Open access
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Riemannian Metric Learning via Optimal Transport
Christopher Scarvelis, J. Solomon
2022International Conference on Learning Representations27 citations Open access
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Polygonal Building Segmentation by Frame Field Learning
N. Girard, Dmitriy Smirnov, J. Solomon, Y. Tarabalka
2020arXiv.org27 citations
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Steklov Spectral Geometry for Extrinsic Shape Analysis
Yu Wang, M. Ben-Chen, I. Polterovich, J. Solomon
2017ACM Transactions on Graphics27 citations Open access
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Sum-of-Squares Collision Detection for Curved Shapes and Paths
Paul Zhang, Z. Marschner, J. Solomon, Rasmus Tamstorf
2023International Conference on Computer Graphics and Interactive Techniques26 citations Open access
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Octahedral Frames for Feature-Aligned Cross Fields
Paul Zhang, Josh Vekhter, Edward Chien, D. Bommes +2 more
2020ACM Transactions on Graphics24 citations Open access
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Sampling with Mollified Interaction Energy Descent
Lingxiao Li, Qiang Liu, Anna Korba, M. Yurochkin +1 more
2022International Conference on Learning Representations23 citations Open access
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