Dongsheng Wang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Vector Quantized

Unsupervised Anomaly Detection

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Ruiying Lu, Bo Chen, Dandan Guo, Dongsheng Wang, Mingyuan Zhou
Hierarchical Topic-Aware Contextualized Transformers. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Ruiying Lu, YuJie Wu, Long Tian, Dongsheng Wang, Bo Chen, Xiyang Liu, Ruimin Hu
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection. NeurIPS (2023)
Xinyang Liu, Dongsheng Wang, Miaoge Li, Zhibin Duan, Yishi Xu, Bo Chen, Mingyuan Zhou
Patch-Token Aligned Bayesian Prompt Learning for Vision-Language Models. CoRR (2023)
Dongsheng Wang, Miaoge Li, Xinyang Liu, Mingsheng Xu, Bo Chen, Hanwang Zhang
Tuning Multi-mode Token-level Prompt Alignment across Modalities. NeurIPS (2023)
Dongsheng Wang, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou
Knowledge-Aware Bayesian Deep Topic Model. CoRR (2022)
Dongsheng Wang, Chaojie Wang, Bo Chen, Mingyuan Zhou
Ordinal Graph Gamma Belief Network for Social Recommender Systems. CoRR (2022)
Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings. ICLR (2022)
Yewen Li, Chaojie Wang, Zhibin Duan, Dongsheng Wang, Bo Chen, Bo An, Mingyuan Zhou
Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient. NeurIPS (2022)
Dongsheng Wang, Yishi Xu, Miaoge Li, Zhibin Duan, Chaojie Wang, Bo Chen, Mingyuan Zhou
Knowledge-Aware Bayesian Deep Topic Model. NeurIPS (2022)
Yishi Xu, Dongsheng Wang, Bo Chen, Ruiying Lu, Zhibin Duan, Mingyuan Zhou
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding. CoRR (2022)
Yishi Xu, Dongsheng Wang, Bo Chen, Ruiying Lu, Zhibin Duan, Mingyuan Zhou
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding. NeurIPS (2022)
Zhibin Duan, Yishi Xu, Bo Chen, Dongsheng Wang, Chaojie Wang, Mingyuan Zhou
TopicNet: Semantic Graph-Guided Topic Discovery. NeurIPS (2021)