Search Results for author: Chuong H. Nguyen

Found 4 papers, 3 papers with code

VidConv: A modernized 2D ConvNet for Efficient Video Recognition

1 code implementation8 Jul 2022 Chuong H. Nguyen, Su Huynh, Vinh Nguyen, Ngoc Nguyen

Since being introduced in 2020, Vision Transformers (ViT) has been steadily breaking the record for many vision tasks and are often described as ``all-you-need" to replace ConvNet.

Action Recognition Video Recognition

Improving Object Detection by Label Assignment Distillation

4 code implementations24 Aug 2021 Chuong H. Nguyen, Thuy C. Nguyen, Tuan N. Tang, Nam L. H. Phan

Using PAA-ResNet50 as a teacher, our LAD techniques can improve detectors PAA-ResNet101 and PAA-ResNeXt101 to $46 \rm AP$ and $47. 5\rm AP$ on the COCO test-dev set.

Image Classification Object +2

Single Stage Class Agnostic Common Object Detection: A Simple Baseline

1 code implementation25 Apr 2021 Chuong H. Nguyen, Thuy C. Nguyen, Anh H. Vo, Yamazaki Masayuki

While being simple and flexible, our proposed SSCOD built upon ATSSNet performs significantly better than the baseline of the standard object detection, while still be able to match objects of unknown categories.

Object object-detection +1

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