no code implementations • 7 May 2023 • Doanh C. Bui, Nghia Hieu Nguyen, Khang Nguyen
To contribute to the low-resources research community as in Vietnam, we introduce a novel image captioning dataset in Vietnamese, the Open-domain Vietnamese Image Captioning dataset (UIT-OpenViIC).
1 code implementation • 28 Nov 2022 • Khang Nguyen, Hieu Nong, Vinh Nguyen, Nhat Ho, Stanley Osher, Tan Nguyen
Graph Neural Networks (GNNs) had been demonstrated to be inherently susceptible to the problems of over-smoothing and over-squashing.
1 code implementation • 19 Nov 2022 • Truong Vu, Kien Do, Khang Nguyen, Khoat Than
We propose a novel high-fidelity face swapping method called "Arithmetic Face Swapping" (AFS) that explicitly disentangles the intermediate latent space W+ of a pretrained StyleGAN into the "identity" and "style" subspaces so that a latent code in W+ is the sum of an "identity" code and a "style" code in the corresponding subspaces.
no code implementations • 6 Aug 2021 • Thuan Trong Nguyen, Thuan Q. Nguyen, Dung Vo, Vi Nguyen, Ngoc Ho, Nguyen D. Vo, Kiet Van Nguyen, Khang Nguyen
We use 10, 044 images for model training and 6, 682 test images to classify each food in the VinaFood21 dataset and achieved an average accuracy of 74. 81% when fine-tuning CNN EfficientNet-B0.