Yunfu Song

According to our database, Yunfu Song authored at least 6 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

An Empirical Comparison of Joint-Training and Pre-Training for Domain-Agnostic Semi-Supervised Learning Via Energy-Based Models.

Yunfu Song, Huahuan Zheng, Zhijian Ou

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2020

Semi-Supervised Seq2seq Joint-Stochastic-Approximation Autoencoders With Applications to Semantic Parsing.

Yunfu Song, Zhijian Ou

IEEE Signal Process. Lett., 2020

An empirical study of domain-agnostic semi-supervised learning via energy-based models: joint-training and pre-training.

Yunfu Song, Huahuan Zheng, Zhijian Ou

CoRR, 2020

Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models.

Zhijian Ou, Yunfu Song

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Upgrading CRFS to JRFS and its Benefits to Sequence Modeling and Labeling.

Yunfu Song, Zhijian Ou, Zitao Liu, Songfan Yang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Learning Neural Random Fields with Inclusive Auxiliary Generators.

Yunfu Song, Zhijian Ou

CoRR, 2018