Search Results for author: Jia-Ching Wang

Found 10 papers, 0 papers with code

A Novel Self-Knowledge Distillation Approach with Siamese Representation Learning for Action Recognition

no code implementations3 Sep 2022 Duc-Quang Vu, Trang Phung, Jia-Ching Wang

Self-knowledge distillation, the special case of knowledge distillation, has been proposed to remove the large teacher network training process while preserving the student's performance.

Action Recognition Representation Learning +1

Self-Supervised Learning via multi-Transformation Classification for Action Recognition

no code implementations20 Feb 2021 Duc Quang Vu, Ngan T. H. Le, Jia-Ching Wang

We use the learned models in pretext tasks as the pre-trained models and fine-tune them to recognize human actions in the downstream task.

Classification General Classification +3

Complex Matrix Factorization for Face Recognition

no code implementations8 Dec 2016 Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Seksan Mathulaprangsan, Pham The Bao, Jia-Ching Wang

This work developed novel complex matrix factorization methods for face recognition; the methods were complex matrix factorization (CMF), sparse complex matrix factorization (SpaCMF), and graph complex matrix factorization (GraCMF).

Face Recognition

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