Search Results for author: Linghao Jin

Found 4 papers, 1 papers with code

Challenges in Context-Aware Neural Machine Translation

1 code implementation23 May 2023 Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma

Context-aware neural machine translation involves leveraging information beyond sentence-level context to resolve inter-sentential discourse dependencies and improve document-level translation quality, and has given rise to a number of recent techniques.

Machine Translation Sentence +1

Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference

no code implementations22 Jul 2021 Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges El Fakhri, Jonghye Woo

In this work, we propose a domain generalization (DG) approach to learn on several labeled source domains and transfer knowledge to a target domain that is inaccessible in training.

Bayesian Inference Domain Generalization

Identity-aware Facial Expression Recognition in Compressed Video

no code implementations1 Jan 2021 Xiaofeng Liu, Linghao Jin, Xu Han, Jun Lu, Jane You, Lingsheng Kong

In the up to two orders of magnitude compressed domain, we can explicitly infer the expression from the residual frames and possible to extract identity factors from the I frame with a pre-trained face recognition network.

Face Recognition Facial Expression Recognition +1

Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video

no code implementations20 Oct 2020 Xiaofeng Liu, Linghao Jin, Xu Han, Jane You

In the up to two orders of magnitude compressed domain, we can explicitly infer the expression from the residual frames and possibly extract identity factors from the I frame with a pre-trained face recognition network.

Face Recognition Facial Expression Recognition +1

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