Sun, Sun

10 publications

TMLR 2023 $f$-MICL: Understanding and Generalizing InfoNCE-Based Contrastive Learning Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu

ICMLW 2023 CM-GAN: Stabilizing GAN Training with Consistency Models Haoye Lu, Yiwei Lu, Dihong Jiang, Spencer Ryan Szabados, Sun Sun, Yaoliang Yu

TMLR 2023 DP-LFlow: Differentially Private Latent Flow for Scalable Sensitive Image Generation Dihong Jiang, Sun Sun

ICMLW 2023 DP-LFlow: Differentially Private Latent Flow for Scalable Sensitive Image Generation Dihong Jiang, Sun Sun

NeurIPS 2023 Functional Renyi Differential Privacy for Generative Modeling Dihong Jiang, Sun Sun, Yaoliang Yu

ICMLW 2023 Functional Renyi Differential Privacy for Generative Modeling Dihong Jiang, Sun Sun, Yaoliang Yu

ICLR 2022 Revisiting Flow Generative Models for Out-of-Distribution Detection Dihong Jiang, Sun Sun, Yaoliang Yu

UAI 2021 Symmetric Wasserstein Autoencoders Sun Sun, Hongyu Guo

AISTATS 2019 Least Squares Estimation of Weakly Convex Functions Sun Sun, Yaoliang Yu

NeurIPS 2019 Multivariate Triangular Quantile Maps for Novelty Detection Jingjing Wang, Sun Sun, Yaoliang Yu