6 citations · 12 across the 4 of their papers we have counts for
4 papers
A Novel Self-Knowledge Distillation Approach with Siamese Representation Learning for Action Recognition
Duc-Quang Vu, Trang Phung, Jia-Ching Wang
Knowledge distillation is an effective transfer of knowledge from a heavy network (teacher) to a small network (student) to boost students' performance. Self-knowledge distillation…
Self-Supervised Learning via multi-Transformation Classification for Action Recognition
Duc Quang Vu, Ngan T. H. Le, Jia-Ching Wang
Self-supervised tasks have been utilized to build useful representations that can be used in downstream tasks when the annotation is unavailable. In this paper, we introduce a self…
Phase-incorporating Speech Enhancement Based on Complex-valued Gaussian Process Latent Variable Model
Sih-Huei Chen, Yuan-Shan Lee, Jia-Ching Wang
Traditional speech enhancement techniques modify the magnitude of a speech in time-frequency domain, and use the phase of a noisy speech to resynthesize a time domain speech. This…
Complex Matrix Factorization for Face Recognition
Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham +3
This work developed novel complex matrix factorization methods for face recognition; the methods were complex matrix factorization (CMF), sparse complex matrix factorization (SpaCM…