Kristy Choi

27 papers A* 7A 2Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
EMMA: End-to-End Multimodal Model for Autonomous Driving.
Trans. Mach. Learn. Res.
Jyh-Jing Hwang, Runsheng Xu, Hubert Lin, Wei-Chih Hung, Jingwei Ji, Kristy Choi, Di Huang, Tong He, Paul Covington, Benjamin Sapp, Yin Zhou, James Guo, Dragomir Anguelov, Mingxing Tan
2024 J jnl
EMMA: End-to-End Multimodal Model for Autonomous Driving.
CoRR
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
2023 J jnl
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.
CoRR
Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph
2023 J jnl
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.
Int. J. Geogr. Inf. Sci.
Yingjie Hu, Gengchen Mai, Chris Cundy, Kristy Choi, Ni Lao, Wei Liu, Gaurish Lakhanpal, Ryan Zhenqi Zhou, Kenneth Joseph
2023 J jnl
Neural Network Compression for Noisy Storage Devices.
ACM Trans. Embed. Comput. Syst.
Berivan Isik, Kristy Choi, Xin Zheng, Tsachy Weissman, Stefano Ermon, H.-S. Philip Wong, Armin Alaghi
2022 A* conf
ButterflyFlow: Building Invertible Layers with Butterfly Matrices.
ICML
Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao, Stefano Ermon
2022 J jnl
ButterflyFlow: Building Invertible Layers with Butterfly Matrices.
CoRR
Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao, Stefano Ermon
2022 A* conf
Concrete Score Matching: Generalized Score Matching for Discrete Data.
NeurIPS
Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon
2022 J jnl
Concrete Score Matching: Generalized Score Matching for Discrete Data.
CoRR
Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon
2022 J jnl
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness.
CoRR
Saeid Asgari Taghanaki, Ali Gholami, Fereshte Khani, Kristy Choi, Linh Tran, Ran Zhang, Aliasghar Khani
2022 A conf
Density Ratio Estimation via Infinitesimal Classification.
AISTATS
Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon
2022 J jnl
LMPriors: Pre-Trained Language Models as Task-Specific Priors.
CoRR
Kristy Choi, Chris Cundy, Sanjari Srivastava, Stefano Ermon
2022 — conf
Towards a foundation model for geospatial artificial intelligence (vision paper).
SIGSPATIAL/GIS
Gengchen Mai, Chris Cundy, Kristy Choi, Yingjie Hu, Ni Lao, Stefano Ermon
2021 J jnl
Density Ratio Estimation via Infinitesimal Classification.
CoRR
Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon
2021 J jnl
Featurized Density Ratio Estimation.
CoRR
Kristy Choi, Madeline Liao, Stefano Ermon
2021 A conf
Featurized density ratio estimation.
UAI
Kristy Choi, Madeline Liao, Stefano Ermon
2021 J jnl
Neural Network Compression for Noisy Storage Devices.
CoRR
Berivan Isik, Kristy Choi, Xin Zheng, Tsachy Weissman, Stefano Ermon, H.-S. Philip Wong, Armin Alaghi
2021 A* conf
Robust Representation Learning via Perceptual Similarity Metrics.
ICML
Saeid Asgari Taghanaki, Kristy Choi, Amir Hosein Khasahmadi, Anirudh Goyal
2021 J jnl
Robust Representation Learning via Perceptual Similarity Metrics.
CoRR
Saeid Asgari Taghanaki, Kristy Choi, Amir Khasahmadi, Anirudh Goyal
2020 A* conf
Encoding Musical Style with Transformer Autoencoders.
ICML
Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse H. Engel
2020 A* conf
Fair Generative Modeling via Weak Supervision.
ICML
Kristy Choi, Aditya Grover, Trisha Singh, Rui Shu, Stefano Ermon
2020 A* conf
Meta-Amortized Variational Inference and Learning.
AAAI
Mike Wu, Kristy Choi, Noah D. Goodman, Stefano Ermon
2019 J jnl
Encoding Musical Style with Transformer Autoencoders.
CoRR
Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse H. Engel
2019 J jnl
Fair Generative Modeling via Weak Supervision.
CoRR
Aditya Grover, Kristy Choi, Rui Shu, Stefano Ermon
2019 J jnl
Meta-Amortized Variational Inference and Learning.
CoRR
Kristy Choi, Mike Wu, Noah D. Goodman, Stefano Ermon
2019 A* conf
Neural Joint Source-Channel Coding.
ICML
Kristy Choi, Kedar Tatwawadi, Aditya Grover, Tsachy Weissman, Stefano Ermon
2018 J jnl
NECST: Neural Joint Source-Channel Coding.
CoRR
Kristy Choi, Kedar Tatwawadi, Tsachy Weissman, Stefano Ermon