Search Results for author: Zhun Liu

Found 6 papers, 4 papers with code

Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions

no code implementations ACL 2020 Tian Jin, Zhun Liu, Shengjia Yan, Alex Eichenberger, re, Louis-Philippe Morency

In this paper, we propose \textbf{N3} (\textbf{N}eural \textbf{N}etworks from \textbf{N}atural Language) - a new paradigm of synthesizing task-specific neural networks from language descriptions and a generic pre-trained model.

General Classification Image Classification +3

Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization

no code implementations ACL 2019 Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency

Our method is based on the observation that high-dimensional multimodal time series data often exhibit correlations across time and modalities which leads to low-rank tensor representations.

Question Answering Sentiment Analysis +4

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