O
Om Oza
Researcher at University of Maryland, College Park
Publications - 2
Citations - 236
Om Oza is an academic researcher from University of Maryland, College Park. The author has contributed to research in topics: Engineering & Pixel. The author has an hindex of 1, co-authored 1 publications receiving 233 citations.
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Proceedings ArticleDOI
Birdlets: Subordinate categorization using volumetric primitives and pose-normalized appearance
TL;DR: An approach for subordinate categorization in vision is developed, focusing on an avian domain due to the fine-grained structure of the category taxonomy for this domain, and a pose-normalized appearance model based on a volumetric poselet scheme is explored.
Proceedings ArticleDOI
Fixed-point quantization aware training for on-device keyword-spotting
Sashank Kumar Macha,Om Oza,Alex Escott,Francesco Caliva,Robert M. Armitano,S. Cheekatmalla,Sree Hari Krishnan Parthasarathi,Yuzong Liu +7 more
TL;DR: In this article , the authors proposed a method to train and obtain FXP convolutional keyword-spotting (KWS) models by combining quantization-aware-training (QAT) and absolute cosine regularization for model parameters.