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2020 – today
- 2024
[c9]Chen Liu, Matthew Amodio, Liangbo L. Shen, Feng Gao, Arman Avesta, Sanjay Aneja, Jay C. Wang, Lucian V. Del Priore, Smita Krishnaswamy:
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation. MICCAI (8) 2024: 155-165- 2022
- [j2]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): 100577 (2022) - [i8]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 abs/2209.11359 (2022) - 2021
- [j1]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): 100288 (2021) - [c8]Matthew Amodio, Smita Krishnaswamy:
Multiple-manifold Generation with an Ensemble GAN and Learned Noise Prior. IDA 2021: 24-36 - [c7]Matthew Amodio, Smita Krishnaswamy:
Noise Space Optimization for GANs. IJCNN 2021: 1-8 - [c6]Matthew Amodio, Smita Krishnaswamy:
Canvas GAN: Bootstrapped Image-Conditional Models. IJCNN 2021: 1-8 - 2020
- [c5]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: 509-521 - [c4]Matthew Amodio, David van Dijk, Guy Wolf, Smita Krishnaswamy:
Learning General Transformations of Data for Out-of-Sample Extensions. MLSP 2020: 1-6 - [i7]Matthew Amodio, Rim Assouel, Victor Schmidt, Tristan Sylvain, Smita Krishnaswamy, Yoshua Bengio:
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer. CoRR abs/2006.13291 (2020)
2010 – 2019
- 2019
- [c3]David van Dijk, Daniel B. Burkhardt, Matthew Amodio, Alexander Tong, Guy Wolf, Smita Krishnaswamy:
Finding Archetypal Spaces Using Neural Networks. IEEE BigData 2019: 2634-2643 - [c2]Matthew Amodio, Smita Krishnaswamy:
TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning. CVPR 2019: 8983-8992 - [i6]Matthew Amodio, Smita Krishnaswamy:
Generating and Aligning from Data Geometries with Generative Adversarial Networks. CoRR abs/1901.08177 (2019) - [i5]David van Dijk, Daniel B. Burkhardt, Matthew Amodio, Alexander Tong, Guy Wolf, Smita Krishnaswamy:
Finding Archetypal Spaces for Data Using Neural Networks. CoRR abs/1901.09078 (2019) - [i4]Matthew Amodio, Smita Krishnaswamy:
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning. CoRR abs/1902.09631 (2019) - 2018
- [c1]Matthew Amodio, Smita Krishnaswamy:
MAGAN: Aligning Biological Manifolds. ICML 2018: 215-223 - [i3]Matthew Amodio, Smita Krishnaswamy:
MAGAN: Aligning Biological Manifolds. CoRR abs/1803.00385 (2018) - [i2]Alexander Tong, David van Dijk, Jay S. Stanley III, Matthew Amodio, Guy Wolf, Smita Krishnaswamy:
Graph Spectral Regularization for Neural Network Interpretability. CoRR abs/1810.00424 (2018) - 2017
- [i1]Matthew Amodio, Swarat Chaudhuri, Thomas W. Reps:
Neural Attribute Machines for Program Generation. CoRR abs/1705.09231 (2017)
Coauthor Index
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