Matthew Amodio

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 18

Top Topics

Spatial Patterns

Laplacian Matrix

Top Venues

Publications

Matthew Amodio, Scott E. Youlten, Aarthi Venkat, Beatriz P. San Juan, Christine L. Chaffer, Smita Krishnaswamy
Single-cell multi-modal GAN reveals spatial patterns in single-cell data from triple-negative breast cancer. Patterns 3 (9) (2022)
Matthew Amodio, Feng Gao, Arman Avesta, Sanjay Aneja, Lucian V. Del Priore, Jay Wang, Smita Krishnaswamy
CUTS: A Fully Unsupervised Framework for Medical Image Segmentation. CoRR (2022)
Matthew Amodio, Smita Krishnaswamy
Noise Space Optimization for GANs. IJCNN (2021)
Matthew Amodio, Dennis L. Shung, Daniel B. Burkhardt, Patrick Wong, Michael Simonov, Yu Yamamoto, David van Dijk, Francis Perry Wilson, Akiko Iwasaki, Smita Krishnaswamy
Generating hard-to-obtain information from easy-to-obtain information: Applications in drug discovery and clinical inference. Patterns 2 (7) (2021)
Matthew Amodio, Smita Krishnaswamy
Canvas GAN: Bootstrapped Image-Conditional Models. IJCNN (2021)
Matthew Amodio, Smita Krishnaswamy
Multiple-manifold Generation with an Ensemble GAN and Learned Noise Prior. IDA (2021)
Matthew Amodio, Rim Assouel, Victor Schmidt, Tristan Sylvain, Smita Krishnaswamy, Yoshua Bengio
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer. CoRR (2020)
Matthew Amodio, David van Dijk, Guy Wolf, Smita Krishnaswamy
Learning General Transformations of Data for Out-of-Sample Extensions. MLSP (2020)
Alexander Tong, David van Dijk, Jay S. Stanley III, Matthew Amodio, Kristina Yim, Rebecca Muhle, James Noonan, Guy Wolf, Smita Krishnaswamy
Interpretable Neuron Structuring with Graph Spectral Regularization. IDA (2020)
David van Dijk, Daniel B. Burkhardt, Matthew Amodio, Alexander Tong, Guy Wolf, Smita Krishnaswamy
Finding Archetypal Spaces Using Neural Networks. IEEE BigData (2019)
Matthew Amodio, Smita Krishnaswamy
Generating and Aligning from Data Geometries with Generative Adversarial Networks. CoRR (2019)
Matthew Amodio, Smita Krishnaswamy
TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning. CVPR (2019)
Matthew Amodio, Smita Krishnaswamy
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning. CoRR (2019)
David van Dijk, Daniel B. Burkhardt, Matthew Amodio, Alexander Tong, Guy Wolf, Smita Krishnaswamy
Finding Archetypal Spaces for Data Using Neural Networks. CoRR (2019)
Matthew Amodio, Smita Krishnaswamy
MAGAN: Aligning Biological Manifolds. ICML (2018)
Matthew Amodio, Smita Krishnaswamy
MAGAN: Aligning Biological Manifolds. CoRR (2018)
Alexander Tong, David van Dijk, Jay S. Stanley III, Matthew Amodio, Guy Wolf, Smita Krishnaswamy
Graph Spectral Regularization for Neural Network Interpretability. CoRR (2018)
Matthew Amodio, Swarat Chaudhuri, Thomas W. Reps
Neural Attribute Machines for Program Generation. CoRR (2017)