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Kristy Choi
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2020 – today
- 2024
- [i14]Jyh-Jing Hwang, Runsheng Xu, Hubert Lin, Wei-Chih Hung, Jingwei Ji, Kristy Choi, Di Huang, Tong He, Paul Covington, Benjamin Sapp, James Guo, Dragomir Anguelov, Mingxing Tan:
EMMA: End-to-End Multimodal Model for Autonomous Driving. CoRR abs/2410.23262 (2024) - 2023
- [j2]Yingjie Hu
, Gengchen Mai
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages. Int. J. Geogr. Inf. Sci. 37(11): 2289-2318 (2023) - [j1]Berivan Isik
Neural Network Compression for Noisy Storage Devices. ACM Trans. Embed. Comput. Syst. 22(3): 58:1-58:29 (2023) - [i13]Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph:
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages. CoRR abs/2310.09340 (2023) - 2022
- [c10]Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon:
Density Ratio Estimation via Infinitesimal Classification. AISTATS 2022: 2552-2573 - [c9]Gengchen Mai
Towards a foundation model for geospatial artificial intelligence (vision paper). SIGSPATIAL/GIS 2022: 106:1-106:4 - [c8]Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao, Stefano Ermon:
ButterflyFlow: Building Invertible Layers with Butterfly Matrices. ICML 2022: 15360-15375 - [c7]Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon:
Concrete Score Matching: Generalized Score Matching for Discrete Data. NeurIPS 2022 - [i12]Saeid Asgari Taghanaki, Ali Gholami, Fereshte Khani, Kristy Choi, Linh Tran, Ran Zhang, Aliasghar Khani:
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness. CoRR abs/2207.01548 (2022) - [i11]Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao, Stefano Ermon:
ButterflyFlow: Building Invertible Layers with Butterfly Matrices. CoRR abs/2209.13774 (2022) - [i10]Kristy Choi, Chris Cundy, Sanjari Srivastava, Stefano Ermon:
LMPriors: Pre-Trained Language Models as Task-Specific Priors. CoRR abs/2210.12530 (2022) - [i9]Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon:
Concrete Score Matching: Generalized Score Matching for Discrete Data. CoRR abs/2211.00802 (2022) - 2021
- [c6]Saeid Asgari Taghanaki, Kristy Choi, Amir Hosein Khasahmadi, Anirudh Goyal:
Robust Representation Learning via Perceptual Similarity Metrics. ICML 2021: 10043-10053 - [c5]Kristy Choi, Madeline Liao, Stefano Ermon:
Featurized density ratio estimation. UAI 2021: 172-182 - [i8]Berivan Isik, Kristy Choi, Xin Zheng, Tsachy Weissman, Stefano Ermon, H.-S. Philip Wong, Armin Alaghi:
Neural Network Compression for Noisy Storage Devices. CoRR abs/2102.07725 (2021) - [i7]Saeid Asgari Taghanaki, Kristy Choi, Amir Khasahmadi, Anirudh Goyal:
Robust Representation Learning via Perceptual Similarity Metrics. CoRR abs/2106.06620 (2021) - [i6]Kristy Choi, Madeline Liao, Stefano Ermon:
Featurized Density Ratio Estimation. CoRR abs/2107.02212 (2021) - [i5]Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon:
Density Ratio Estimation via Infinitesimal Classification. CoRR abs/2111.11010 (2021) - 2020
- [c4]Mike Wu, Kristy Choi, Noah D. Goodman, Stefano Ermon:
Meta-Amortized Variational Inference and Learning. AAAI 2020: 6404-6412 - [c3]Kristy Choi, Aditya Grover, Trisha Singh, Rui Shu, Stefano Ermon:
Fair Generative Modeling via Weak Supervision. ICML 2020: 1887-1898 - [c2]Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse H. Engel:
Encoding Musical Style with Transformer Autoencoders. ICML 2020: 1899-1908
2010 – 2019
- 2019
- [c1]Kristy Choi, Kedar Tatwawadi, Aditya Grover, Tsachy Weissman, Stefano Ermon:
Neural Joint Source-Channel Coding. ICML 2019: 1182-1192 - [i4]Kristy Choi, Mike Wu, Noah D. Goodman, Stefano Ermon:
Meta-Amortized Variational Inference and Learning. CoRR abs/1902.01950 (2019) - [i3]Aditya Grover, Kristy Choi, Rui Shu, Stefano Ermon:
Fair Generative Modeling via Weak Supervision. CoRR abs/1910.12008 (2019) - [i2]Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse H. Engel:
Encoding Musical Style with Transformer Autoencoders. CoRR abs/1912.05537 (2019) - 2018
- [i1]Kristy Choi, Kedar Tatwawadi, Tsachy Weissman, Stefano Ermon:
NECST: Neural Joint Source-Channel Coding. CoRR abs/1811.07557 (2018)
Coauthor Index
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