Inversion-based style transfer with diffusion models

Y Zhang, N Huang, F Tang, H Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
The artistic style within a painting is the means of expression, which includes not only the
painting material, colors, and brushstrokes, but also the high-level attributes, including …

Galvatron: Efficient transformer training over multiple gpus using automatic parallelism

X Miao, Y Wang, Y Jiang, C Shi, X Nie, H Zhang… - arXiv preprint arXiv …, 2022 - arxiv.org
Transformer models have achieved state-of-the-art performance on various domains of
applications and gradually becomes the foundations of the advanced large deep learning …

Draw your art dream: Diverse digital art synthesis with multimodal guided diffusion

N Huang, F Tang, W Dong, C Xu - Proceedings of the 30th ACM …, 2022 - dl.acm.org
Digital art synthesis is receiving increasing attention in the multimedia community because
of engaging the public with art effectively. Current digital art synthesis methods usually use …

Exploring the temporal consistency of arbitrary style transfer: A channelwise perspective

X Kong, Y Deng, F Tang, W Dong, C Ma… - … on Neural Networks …, 2023 - ieeexplore.ieee.org
Arbitrary image stylization by neural networks has become a popular topic, and video
stylization is attracting more attention as an extension of image stylization. However, when …

Flexmoe: Scaling large-scale sparse pre-trained model training via dynamic device placement

X Nie, X Miao, Z Wang, Z Yang, J Xue, L Ma… - Proceedings of the …, 2023 - dl.acm.org
With the increasing data volume, there is a trend of using large-scale pre-trained models to
store the knowledge into an enormous number of model parameters. The training of these …

A forest fire smoke detection model combining convolutional neural network and vision transformer

Y Zheng, G Zhang, S Tan, Z Yang, D Wen… - Frontiers in Forests and …, 2023 - frontiersin.org
Forest fires seriously jeopardize forestry resources and endanger people and property. The
efficient identification of forest fire smoke, generated from inadequate combustion during the …

Dual frequency transformer for efficient sdr-to-hdr translation

G Xu, Q Hou, MM Cheng - Machine Intelligence Research, 2024 - Springer
The SDR-to-HDR translation technique can convert the abundant standard-dynamic-range
(SDR) media resources to high-dynamic-range (HDR) ones, which can represent high …

Improving multilingual neural machine translation system for indic languages

S Bala Das, A Biradar, T Kumar Mishra… - ACM Transactions on …, 2023 - dl.acm.org
The Machine Translation System (MTS) serves as effective tool for communication by
translating text or speech from one language to another language. Recently, neural machine …

Z*: Zero-shot Style Transfer via Attention Reweighting

Y Deng, X He, F Tang, W Dong - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Despite the remarkable progress in image style transfer formulating style in the context of art
is inherently subjective and challenging. In contrast to existing methods this study shows that …

Semi-supervised model based on implicit neural representation and mutual learning (SIMN) for multi-center nasopharyngeal carcinoma segmentation on MRI

X Han, Z Chen, G Lin, W Lv, C Zheng, W Lu… - Computers in Biology …, 2024 - Elsevier
Background The issue of using deep learning to obtain accurate gross tumor volume (GTV)
and metastatic lymph nodes (MLN) segmentation for nasopharyngeal carcinoma (NPC) on …