Search Results for author: Dao-Qing Dai

Found 4 papers, 1 papers with code

Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification

no code implementations24 Aug 2020 Chuan-Xian Ren, PengFei Ge, Dao-Qing Dai, Hong Yan

KLN can simultaneously learn a more expressive kernel and label prediction distribution, thus, it can be used to improve the classification performance in both supervised and semi-supervised learning scenarios.

General Classification Image Classification

Discriminative Residual Analysis for Image Set Classification with Posture and Age Variations

1 code implementation23 Aug 2020 Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Dao-Qing Dai, Hong Yan

Consequently, the crucial point of image set recognition is to mine the intrinsic connection or structural information from the image batches with variations.

General Classification Retrieval +1

Unsupervised Domain Adaptation via Discriminative Manifold Propagation

no code implementations23 Aug 2020 You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan

Second, batch-wise training of deep learning limits the characterization of the global structure.

Unsupervised Domain Adaptation

Domain Adaptation and Image Classification via Deep Conditional Adaptation Network

no code implementations14 Jun 2020 Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan

In this paper, we consider a more general application scenario where the label distributions of the source and target domains are not the same.

Classification General Classification +2

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