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Kyle Swanson
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A deep learning approach to antibiotic discovery
JM Stokes, K Yang, K Swanson, W Jin, A Cubillos-Ruiz, NM Donghia, ...
Cell 180 (4), 688-702. e13, 2020
8852020
Analyzing learned molecular representations for property prediction
K Yang, K Swanson, W Jin, C Coley, P Eiden, H Gao, A Guzman-Perez, ...
Journal of chemical information and modeling 59 (8), 3370-3388, 2019
5692019
Mammographic breast density assessment using deep learning: clinical implementation
CD Lehman, A Yala, T Schuster, B Dontchos, M Bahl, K Swanson, ...
Radiology 290 (1), 52-58, 2019
1572019
Uncertainty quantification using neural networks for molecular property prediction
L Hirschfeld, K Swanson, K Yang, R Barzilay, CW Coley
Journal of Chemical Information and Modeling 60 (8), 3770-3780, 2020
862020
Rationalizing text matching: Learning sparse alignments via optimal transport
K Swanson, L Yu, T Lei
arXiv preprint arXiv:2005.13111, 2020
222020
Deep learning for automated classification and characterization of amorphous materials
K Swanson, S Trivedi, J Lequieu, K Swanson, R Kondor
Soft matter 16 (2), 435-446, 2020
192020
Message passing neural networks for molecular property prediction
K Swanson
Massachusetts Institute of Technology, 2019
132019
Improving molecular design by stochastic iterative target augmentation
K Yang, W Jin, K Swanson, R Barzilay, T Jaakkola
International Conference on Machine Learning, 10716-10726, 2020
102020
Building a Production Model for Retrieval-Based Chatbots
K Swanson, L Yu, C Fox, J Wohlwend, T Lei
1st Workshop on NLP for Conversational AI at the 57th Annual Meeting of the …, 2019
82019
SPACE-GM: geometric deep learning of disease-associated microenvironments from multiplex spatial protein profiles.
Z Wu, AE Trevino, E Wu, K Swanson, HJ Kim, HB D'Angio, R Preska, ...
bioRxiv, 2022
12022
Monte Carlo Tree Search for Interpreting Stress in Natural Language
K Swanson, J Hsu, M Suzgun
arXiv preprint arXiv:2204.08105, 2022
2022
File matching with rationale alignment using neural networks and an optimal transport algorithm
K Swanson, L Yu, T Lei
US Patent 11,238,278, 2022
2022
7-UP: generating in silico CODEX from a small set of immunofluorescence markers
E Wu, AE Trevino, Z Wu, K Swanson, HJ Kim, HB D’Angio, R Preska, ...
bioRxiv, 2022
2022
Iterative Target Augmentation for Effective Conditional Generation
K Yang, W Jin, K Swanson, R Barzilay, T Jaakkola
2019
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Articles 1–14