Jonas A. Actor

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Geodesic Active Contours

Decomposition Method

Multiphase Segmentation

Top Venues

J. Comput. Phys.

IEEE Trans. Medical Imaging

Publications

Jonas A. Actor, Xiaozhe Hu, Andy Huang, Scott A. Roberts, Nathaniel Trask
Data-driven Whitney forms for structure-preserving control volume analysis. J. Comput. Phys. 496 (2024)
Shuai Jiang, Jonas A. Actor, Scott A. Roberts, Nathaniel Trask
A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling. CoRR (2024)
Adrian Celaya, Jonas A. Actor, Rajarajesawari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
PocketNet: A Smaller Neural Network for Medical Image Analysis. IEEE Trans. Medical Imaging 42 (4) (2023)
Elise Walker, Jonas A. Actor, Carianne Martinez, Nathaniel Trask
Causal disentanglement of multimodal data. CoRR (2023)
Jonas A. Actor, Andy Huang, Nathaniel Trask
Polynomial-Spline Networks with Exact Integrals and Convergence Rates. SSCI (2022)
Jonas A. Actor, Andy Huang, Nathaniel Trask
Polynomial-Spline Neural Networks with Exact Integrals. CoRR (2021)
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Béatrice Rivière, David Fuentes
PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation. CoRR (2021)
Jonas A. Actor, David T. Fuentes, Béatrice Rivière
Identification of kernels in a convolutional neural network: connections between the level set equation and deep learning for image segmentation. Medical Imaging: Image Processing (2020)
Jonas A. Actor, Béatrice Rivière, David Fuentes
Efficient and Robust CT Image Segmentation with a Level Set Network. AMIA (2019)