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Kristy Choi
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Single-cell map of diverse immune phenotypes in the breast tumor microenvironment
E Azizi, AJ Carr, G Plitas, AE Cornish, C Konopacki, S Prabhakaran, ...
Cell 174 (5), 1293-1308. e36, 2018
16132018
Wishbone identifies bifurcating developmental trajectories from single-cell data
M Setty, MD Tadmor, S Reich-Zeliger, O Angel, TM Salame, P Kathail, ...
Nature biotechnology 34 (6), 637-645, 2016
6352016
Fair generative modeling via weak supervision
K Choi, A Grover, T Singh, R Shu, S Ermon
International Conference on Machine Learning, 1887-1898, 2020
124*2020
Encoding musical style with transformer autoencoders
K Choi, C Hawthorne, I Simon, M Dinculescu, J Engel
International conference on machine learning, 1899-1908, 2020
1062020
Neural joint source-channel coding
K Choi, K Tatwawadi, A Grover, T Weissman, S Ermon
International Conference on Machine Learning, 1182-1192, 2019
1052019
Towards a foundation model for geospatial artificial intelligence (vision paper)
G Mai, C Cundy, K Choi, Y Hu, N Lao, S Ermon
Proceedings of the 30th International Conference on Advances in Geographic …, 2022
532022
Meta-amortized variational inference and learning
M Wu, K Choi, N Goodman, S Ermon
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6404-6412, 2020
35*2020
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages
Y Hu, G Mai, C Cundy, K Choi, N Lao, W Liu, G Lakhanpal, RZ Zhou, ...
International Journal of Geographical Information Science 37 (11), 2289-2318, 2023
332023
Density ratio estimation via infinitesimal classification
K Choi, C Meng, Y Song, S Ermon
International Conference on Artificial Intelligence and Statistics, 2552-2573, 2022
312022
NECST: neural joint source-channel coding
K Choi, K Tatwawadi, T Weissman, S Ermon
302018
Concrete score matching: Generalized score matching for discrete data
C Meng, K Choi, J Song, S Ermon
Advances in Neural Information Processing Systems 35, 34532-34545, 2022
262022
Lmpriors: Pre-trained language models as task-specific priors
K Choi, C Cundy, S Srivastava, S Ermon
arXiv preprint arXiv:2210.12530, 2022
242022
Robust representation learning via perceptual similarity metrics
SA Taghanaki, K Choi, AH Khasahmadi, A Goyal
International Conference on Machine Learning, 10043-10053, 2021
242021
Featurized density ratio estimation
K Choi, M Liao, S Ermon
Uncertainty in Artificial Intelligence, 172-182, 2021
192021
Neural network compression for noisy storage devices
B Isik, K Choi, X Zheng, T Weissman, S Ermon, HSP Wong, A Alaghi
ACM Transactions on Embedded Computing Systems 22 (3), 1-29, 2023
10*2023
Butterflyflow: Building invertible layers with butterfly matrices
C Meng, L Zhou, K Choi, T Dao, S Ermon
International Conference on Machine Learning, 15360-15375, 2022
102022
Single-cell immune map of breast carcinoma reveals diverse phenotypic states driven by the tumor microenvironment
E Azizi, AJ Carr, G Plitas, AE Cornish, C Konopacki, S Prabhakaran, ...
1
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness
SA Taghanaki, A Gholami, F Khani, K Choi, L Tran, R Zhang, A Khani
arXiv preprint arXiv:2207.01548, 2022
2022
Learning Task-Relevant Features via Contrastive Input Morphing
S Asgari, K Choi, AH Khasahmadi, A Goyal
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Articles 1–19