Sun Sun

6 papers · 2019–2023 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

NeurIPS (2) ACL (1) AISTATS (1) ICLR (1) UAI (1)

Top co-authors

Yaoliang Yu (4) Dihong Jiang (2) Jingjing Wang (1) Yunli Wang (1) Hongyu Guo (1) Xiaoyan Li (1)

Research topics

Machine Learning (6) Deep Learning (4) Core Methods (4) Models (3) Mathematics & Optimization (2) Application Areas (2) Learning Types · Deep Learning (2) Optimization (2) Natural Language Processing (1) Generation (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

latent representation (2) generative model (2) anomaly detection (1) density estimation (1) optimal transport (1) text style transfer (1) reproducing kernel hilbert space (1) gradient descent (1) nonparametric estimation (1) novelty detection (1) kolmogorov-smirnov test (1) random projection (1) disentangled representation (1) out-of-distribution detection (1) latent space (1) flow-based model (1) generative flow (1) renyi differential privacy (1) least squares estimation (1) quantile function (1)

Papers

Functional Renyi Differential Privacy for Generative Modeling NeurIPS 2023 Revisiting flow generative models for Out-of-distribution detection ICLR 2022 Symmetric Wasserstein autoencoders UAI 2021 Text Style Transfer: Leveraging a Style Classifier on Entangled Latent Representations ACL 2021 Least Squares Estimation of Weakly Convex Functions AISTATS 2019 Multivariate Triangular Quantile Maps for Novelty Detection NeurIPS 2019