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

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

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

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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