Yunfu Song

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Number Of Labeled Examples

Latent Variable Models

Stochastic Approximation

Labeled Training Data

Top Venues

IEEE Signal Process. Lett.

Publications

Yunfu Song, Huahuan Zheng, Zhijian Ou
An Empirical Comparison of Joint-Training and Pre-Training for Domain-Agnostic Semi-Supervised Learning Via Energy-Based Models. MLSP (2021)
Yunfu Song, Huahuan Zheng, Zhijian Ou
An empirical study of domain-agnostic semi-supervised learning via energy-based models: joint-training and pre-training. CoRR (2020)
Yunfu Song, Zhijian Ou, Zitao Liu, Songfan Yang
Upgrading CRFS to JRFS and its Benefits to Sequence Modeling and Labeling. ICASSP (2020)
Zhijian Ou, Yunfu Song
Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models. CoRR (2020)
Zhijian Ou, Yunfu Song
Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models. UAI (2020)
Yunfu Song, Zhijian Ou
Semi-Supervised Seq2seq Joint-Stochastic-Approximation Autoencoders With Applications to Semantic Parsing. IEEE Signal Process. Lett. 27 (2020)
Yunfu Song, Zhijian Ou
Learning Neural Random Fields with Inclusive Auxiliary Generators. CoRR (2018)