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StyDiff: a refined style transfer method based on diffusion models
Image style transfer is a key research area in computer vision. Despite significant progress, challenges such as mode collapse, over-stylization, and insufficient style transfer persist, impacting image quality and stability.
Yanming Sun, He Meng
doaj +1 more source
Pyramid style-attentional network for arbitrary style transfer
At present, the self-attention mechanism represented by the non-local network has been applied in style transfer widely. Models can achieve good style transfer effects by considering long-range dependencies between content images and style images while ...
Yang, Gaoming +3 more
core +1 more source
Convolutional Neural Networks for Image Style Transfer [PDF]
In this thesis we will use deep learning tools to tackle an interesting and complex problem of image processing called style transfer. Given a content image and a style image as inputs, the aim is to create a new image preserving the global structure of
Battilana, Pietro
core
Leucine‐rich glioma inactivated 1 (LGI1) is a ganglioside‐binding protein
Neuronal hyperexcitability associated with a decrease/absence of the extracellular protein LGI1 has been suggested to be primarily due to the downregulation of Kv1 channel expression. The molecular mechanisms underlying this decrease have not yet been elucidated.
Kévin Debreux +7 more
wiley +1 more source
Image Arbitrary Style Transfer via Artistic Aesthetic Enhancement [PDF]
Current research has shown remarkable success in universal style transfer,which can transfer arbitrary visual styles to content images.However,in the evaluation dimension of arbitrary style transfer of images,it is not comprehensive to only consi-der the
LI Xin, PU Yuanyuan, ZHAO Zhengpeng, LI Yupan, XU Dan
doaj +1 more source
A context‐dependent modulatory role for eIF6 in acquired resistance to vemurafenib in melanoma
Acquired resistance to vemurafenib upregulates the translation factor eIF6 in melanoma cells. Silencing eIF6 in resistant cells reduces proliferation and partially restores drug sensitivity, whereas its overexpression increases sensitivity across melanoma lines regardless of BRAF status, via modulation of mTOR, S6K, and MAPK signaling.
George Kyriakopoulos +9 more
wiley +1 more source
Multi-Scale Universal Style-Transfer Network Based on Diffusion Model
Artistic style transfer aims to transfer the style of an artwork to a photograph while maintaining its original overall content. Although current style-transfer methods have achieved promising results when processing photorealistic images, they often ...
Na Su, Jingtao Wang, Yun Pan
doaj +1 more source
Transient oligomers formed by intrinsically disordered proteins may be ‘invisible’ to direct detection yet remain accessible to solution NMR through equilibrium‐exchange measurements and pressure‐jump experiments. Complementary methods report on mass, stoichiometry, selected distance distributions, morphology, and internal packing.
Martin D. Gelenter, Ad Bax
wiley +1 more source
Improving Masked Style Transfer Using Blended Partial Convolution
Artistic style transfer has long been possible with the advancements of convolution- and transformer-based neural networks. Most algorithms apply the artistic style transfer to the whole image, but individual users may only need to apply a style transfer
Seyedhadi Seyed +2 more
doaj +1 more source
DNA ligase LigE increases bacterial transformation with damaged extracellular DNA
The DNA ligase LigE from the naturally competent Gram‐negative bacterium Neisseria gonorrhoaea increases transformation with cut extracellular DNA. This process is ATP‐dependent and relies on the catalytic activity of LigE; it also requires that LigE contains an intact periplasmic localisation sequence, indicating that ligE functions in the periplasm ...
Jolyn Pan +4 more
wiley +1 more source

