NECST: Neural Joint Source-Channel Coding. - Kristy Choi; Kedar Tatwawadi; Tsachy Weissman; Stefano Ermon (CoRR, 2018)

Neural Joint Source-Channel Coding. - Kristy Choi; Kedar Tatwawadi; Aditya Grover; Tsachy Weissman; Stefano Ermon (ICML, 2019)

Fair Generative Modeling via Weak Supervision. - Aditya Grover; Kristy Choi; Rui Shu; Stefano Ermon (CoRR, 2019)

Meta-Amortized Variational Inference and Learning. - Mike Wu; Kristy Choi; Noah D. Goodman; Stefano Ermon (AAAI, 2020)

Fair Generative Modeling via Weak Supervision. - Kristy Choi; Aditya Grover; Trisha Singh; Rui Shu; Stefano Ermon (ICML, 2020)

Encoding Musical Style with Transformer Autoencoders. - Kristy Choi; Curtis Hawthorne; Ian Simon; Monica Dinculescu; Jesse H. Engel (ICML, 2020)

Robust Representation Learning via Perceptual Similarity Metrics. - Saeid Asgari Taghanaki; Kristy Choi; Amir Hosein Khasahmadi; Anirudh Goyal (ICML, 2021)

Featurized density ratio estimation. - Kristy Choi; Madeline Liao; Stefano Ermon (UAI, 2021)

Density Ratio Estimation via Infinitesimal Classification. - Kristy Choi; Chenlin Meng; Yang Song 011; Stefano Ermon (AISTATS, 2022)

Towards a foundation model for geospatial artificial intelligence (vision paper). - Gengchen Mai; Chris Cundy; Kristy Choi; Yingjie Hu; Ni Lao; Stefano Ermon (SIGSPATIAL/GIS, 2022)

ButterflyFlow: Building Invertible Layers with Butterfly Matrices. - Chenlin Meng; Linqi Zhou; Kristy Choi; Tri Dao; Stefano Ermon (ICML, 2022)

Concrete Score Matching: Generalized Score Matching for Discrete Data. - Chenlin Meng; Kristy Choi; Jiaming Song; Stefano Ermon (NeurIPS, 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)

LMPriors: Pre-Trained Language Models as Task-Specific Priors. - Kristy Choi; Chris Cundy; Sanjari Srivastava; Stefano Ermon (CoRR, 2022)

Neural Network Compression for Noisy Storage Devices. - Berivan Isik; Kristy Choi; Xin Zheng 013; Tsachy Weissman; Stefano Ermon; H.-S. Philip Wong; Armin Alaghi (ACM Trans. Embed. Comput. Syst., 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., 2023)

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; et al. (CoRR, 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; Yin Zhou; James Guo; et al. (Trans. Mach. Learn. Res., 2025)