Jinmiao Huang — accepted AI-conference papers

2024

3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow

Felix Taubner, Prashant Raina, Mathieu Tuli, Eu Wern Teh, Chul Lee, Jinmiao Huang

CVPR 2024poster

When working with 3D facial data improving fidelity and avoiding the uncanny valley effect is critically dependent on accurate 3D facial performance capture. Because such methods are expensive and due to the widespread availability of 2D videos recent methods have focused on how to perform monocular…

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2021

Query-By-Example Keyword Spotting System Using Multi-Head Attention and Soft-triple Loss

Jinmiao Huang, Waseem Gharbieh, Han Suk Shim, Eugene Kim

ICASSP 2021accepted

This paper proposes a neural network architecture for tackling the query-by-example user-defined keyword spotting task. A multi-head attention module is added on top of a multi-layered GRU for effective feature extraction, and a normalized multi-head attention module is proposed for feature aggregat…

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