Inversion-based style transfer with diffusion models
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 …
painting material, colors, and brushstrokes, but also the high-level attributes, including …
Galvatron: Efficient transformer training over multiple gpus using automatic parallelism
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 …
applications and gradually becomes the foundations of the advanced large deep learning …
Draw your art dream: Diverse digital art synthesis with multimodal guided diffusion
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 …
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
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 …
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
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 …
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 …
efficient identification of forest fire smoke, generated from inadequate combustion during the …
Dual frequency transformer for efficient sdr-to-hdr translation
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 …
(SDR) media resources to high-dynamic-range (HDR) ones, which can represent high …
Improving multilingual neural machine translation system for indic languages
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 …
translating text or speech from one language to another language. Recently, neural machine …
Z*: Zero-shot Style Transfer via Attention Reweighting
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 …
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 …
and metastatic lymph nodes (MLN) segmentation for nasopharyngeal carcinoma (NPC) on …