Kristy Choi

According to our database, Kristy Choi authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EMMA: End-to-End Multimodal Model for Autonomous Driving.

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

CoRR, 2024

2023

Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.

Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph

Int. J. Geogr. Inf. Sci., November, 2023

Neural Network Compression for Noisy Storage Devices.

Berivan Isik, Kristy Choi, Xin Zheng, Tsachy Weissman, Stefano Ermon, H.-S. Philip Wong, Armin Alaghi

ACM Trans. Embed. Comput. Syst., 2023

2022

LMPriors: Pre-Trained Language Models as Task-Specific Priors.

Kristy Choi, Chris Cundy, Sanjari Srivastava, Stefano Ermon

CoRR, 2022

Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness.

Saeid Asgari Taghanaki, Ali Gholami, Fereshte Khani, Kristy Choi, Linh Tran, Ran Zhang, Aliasghar Khani

CoRR, 2022

Concrete Score Matching: Generalized Score Matching for Discrete Data.

Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ButterflyFlow: Building Invertible Layers with Butterfly Matrices.

Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao, Stefano Ermon

Proceedings of the International Conference on Machine Learning, 2022

Towards a foundation model for geospatial artificial intelligence (vision paper).

Gengchen Mai, Chris Cundy, Kristy Choi, Yingjie Hu, Ni Lao, Stefano Ermon

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Density Ratio Estimation via Infinitesimal Classification.

Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Featurized density ratio estimation.

Kristy Choi, Madeline Liao, Stefano Ermon

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Robust Representation Learning via Perceptual Similarity Metrics.

Saeid Asgari Taghanaki, Kristy Choi, Amir Hosein Khasahmadi, Anirudh Goyal

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Encoding Musical Style with Transformer Autoencoders.

Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse H. Engel

Proceedings of the 37th International Conference on Machine Learning, 2020

Fair Generative Modeling via Weak Supervision.

Kristy Choi, Aditya Grover, Trisha Singh, Rui Shu, Stefano Ermon

Proceedings of the 37th International Conference on Machine Learning, 2020

Meta-Amortized Variational Inference and Learning.

Mike Wu, Kristy Choi, Noah D. Goodman, Stefano Ermon

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fair Generative Modeling via Weak Supervision.

Aditya Grover, Kristy Choi, Rui Shu, Stefano Ermon

CoRR, 2019

Neural Joint Source-Channel Coding.

Kristy Choi, Kedar Tatwawadi, Aditya Grover, Tsachy Weissman, Stefano Ermon

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

NECST: Neural Joint Source-Channel Coding.

Kristy Choi, Kedar Tatwawadi, Tsachy Weissman, Stefano Ermon

CoRR, 2018