Choi, Kristy

12 publications

TMLR 2025 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, Dragomir Anguelov, Mingxing Tan

AISTATS 2022 Density Ratio Estimation via Infinitesimal Classification Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon

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

NeurIPS 2022 Concrete Score Matching: Generalized Score Matching for Discrete Data Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon

NeurIPSW 2022 LMPriors: Pre-Trained Language Models as Task-Specific Priors Kristy Choi, Chris Cundy, Sanjari Srivastava, Stefano Ermon

UAI 2021 Featurized Density Ratio Estimation Kristy Choi, Madeline Liao, Stefano Ermon

ICML 2021 Robust Representation Learning via Perceptual Similarity Metrics Saeid A Taghanaki, Kristy Choi, Amir Hosein Khasahmadi, Anirudh Goyal

ICML 2020 Encoding Musical Style with Transformer Autoencoders Kristy Choi, Curtis Hawthorne, Ian Simon, Monica Dinculescu, Jesse Engel

ICML 2020 Fair Generative Modeling via Weak Supervision Kristy Choi, Aditya Grover, Trisha Singh, Rui Shu, Stefano Ermon

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

NeurIPSW 2020 Noisy Neural Network Compression for Analog Storage Devices Berivan Isik, Kristy Choi, Xin Zheng, H.-S. Philip Wong, Stefano Ermon, Tsachy Weissman, Armin Alaghi

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