Matthew Amodio

19 papers A* 2B 4Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation.
MICCAI (8)
Chen Liu, Matthew Amodio, Liangbo L. Shen, Feng Gao, Arman Avesta, Sanjay Aneja, Jay C. Wang, Luciano V. Del Priore, Smita Krishnaswamy
2022 J jnl
CUTS: A Fully Unsupervised Framework for Medical Image Segmentation.
CoRR
Matthew Amodio, Feng Gao, Arman Avesta, Sanjay Aneja, Luciano V. Del Priore, Jay Wang, Smita Krishnaswamy
2022 J jnl
Single-cell multi-modal GAN reveals spatial patterns in single-cell data from triple-negative breast cancer.
Patterns
Matthew Amodio, Scott E. Youlten, Aarthi Venkat, Beatriz P. San Juan, Christine L. Chaffer, Smita Krishnaswamy
2021 B conf
Canvas GAN: Bootstrapped Image-Conditional Models.
IJCNN
Matthew Amodio, Smita Krishnaswamy
2021 J jnl
Generating hard-to-obtain information from easy-to-obtain information: Applications in drug discovery and clinical inference.
Patterns
Matthew Amodio, Dennis L. Shung, Daniel B. Burkhardt, Patrick Wong, Michael Simonov, Yu Yamamoto, David van Dijk, Francis Perry Wilson, Akiko Iwasaki, Smita Krishnaswamy
2021 B conf
Multiple-manifold Generation with an Ensemble GAN and Learned Noise Prior.
IDA
Matthew Amodio, Smita Krishnaswamy
2021 B conf
Noise Space Optimization for GANs.
IJCNN
Matthew Amodio, Smita Krishnaswamy
2020 J jnl
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer.
CoRR
Matthew Amodio, Rim Assouel, Victor Schmidt, Tristan Sylvain, Smita Krishnaswamy, Yoshua Bengio
2020 B conf
Interpretable Neuron Structuring with Graph Spectral Regularization.
IDA
Alexander Tong, David van Dijk, Jay S. Stanley III, Matthew Amodio, Kristina Yim, Rebecca Muhle, James Noonan, Guy Wolf, Smita Krishnaswamy
2020 — conf
Learning General Transformations of Data for Out-of-Sample Extensions.
MLSP
Matthew Amodio, David van Dijk, Guy Wolf, Smita Krishnaswamy
2019 — conf
Finding Archetypal Spaces Using Neural Networks.
IEEE BigData
David van Dijk, Daniel B. Burkhardt, Matthew Amodio, Alexander Tong, Guy Wolf, Smita Krishnaswamy
2019 J jnl
Finding Archetypal Spaces for Data Using Neural Networks.
CoRR
David van Dijk, Daniel B. Burkhardt, Matthew Amodio, Alexander Tong, Guy Wolf, Smita Krishnaswamy
2019 J jnl
Generating and Aligning from Data Geometries with Generative Adversarial Networks.
CoRR
Matthew Amodio, Smita Krishnaswamy
2019 A* conf
TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning.
CVPR
Matthew Amodio, Smita Krishnaswamy
2019 J jnl
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning.
CoRR
Matthew Amodio, Smita Krishnaswamy
2018 J jnl
Graph Spectral Regularization for Neural Network Interpretability.
CoRR
Alexander Tong, David van Dijk, Jay S. Stanley III, Matthew Amodio, Guy Wolf, Smita Krishnaswamy
2018 A* conf
MAGAN: Aligning Biological Manifolds.
ICML
Matthew Amodio, Smita Krishnaswamy
2018 J jnl
MAGAN: Aligning Biological Manifolds.
CoRR
Matthew Amodio, Smita Krishnaswamy
2017 J jnl
Neural Attribute Machines for Program Generation.
CoRR
Matthew Amodio, Swarat Chaudhuri, Thomas W. Reps