Quantized Convolutional Neural Networks Through the Lens of Partial
Differential EquationsResearch in the Mathematical Sciences (Res. Math. Sci.), 2021 |
Designing Rotationally Invariant Neural Networks from PDEs and
Variational MethodsResearch in the Mathematical Sciences (Res. Math. Sci.), 2021 |
Connections between Numerical Algorithms for PDEs and Neural NetworksJournal of Mathematical Imaging and Vision (JMIV), 2021 |
Distributed Multigrid Neural Solvers on Megavoxel DomainsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2021 Aditya Balu Sergio Botelho Biswajit Khara Vinay Rao Chinmay Hegde Soumik Sarkar Santi S. Adavani A. Krishnamurthy Baskar Ganapathysubramanian |
PDE-based Group Equivariant Convolutional Neural NetworksJournal of Mathematical Imaging and Vision (JMIV), 2020 |