SOTAVerified

Style Transfer

Style Transfer is a technique in computer vision and graphics that involves generating a new image by combining the content of one image with the style of another image. The goal of style transfer is to create an image that preserves the content of the original image while applying the visual style of another image.

( Image credit: A Neural Algorithm of Artistic Style )

  1. "T" as a sofa:

The "T" horizontal strip can mimic the back of a sofa with a delicate cushion or details of the uphols or appliances with the color button.

The "T" vertical strip can show a feet or arm of the sofa, shiny, yet firm.

  1. Merge "P":

Put "P" next to "T", your curve to delicately with the top "T." It is intertwined. The circular part of "P" can show a cushion or a curved chair and synchronize the subject of furniture.

Make sure "P" is visually relying on "T", which reflects the relationship of cohesion and balance.

  1. Coherence of "B" and "I":

"B" can be aligned as a pair of cushions or a modern chair, with mild curves with glossy and modern aesthetics.

"I" can be a symbol of a shiny furniture or a vertical light bar and completes the shapes without overburdess them.

Color palette 4:

Includes soft soil colors such as beige, top and gray shades, along with silent or silver gold tips to touch elegance.

Consider a slope effect to enhance modernity, to keep colors elegant and complex.

  1. Connect the letters:

Use the overlap or intertwined edges that the letters meet for the symbol of unity.

The plan should allow viewers to distinguish each letter while feeling part of the same "structure".

  1. Background patterns:

Use delicate geometric patterns or textures that mimic fabrics or furniture materials such as wood seeds or woven fibers.

These patterns must remain minimalist and focus on highlighting the logo, while maintaining communication.

While it deals with the subject of furniture and design, this concept conveys modernity, creativity and professional. If you like, I can create a draft design for better visualization.

Papers

Showing 10011050 of 1661 papers

TitleStatusHype
Region-aware Adaptive Instance Normalization for Image HarmonizationCode1
Write like you: Synthesizing your cursive online Chinese handwriting via metric-based meta learningCode1
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style TransferCode1
Self-Supervised Learning of Domain Invariant Features for Depth Estimation0
Ol\'a, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer0
Improving Formality Style Transfer with Context-Aware Rule Injection0
Language-Driven Image Style TransferCode1
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift0
StyTr^2: Image Style Transfer with TransformersCode1
Stylizing 3D Scene via Implicit Representation and HyperNetwork0
PSGAN++: Robust Detail-Preserving Makeup Transfer and RemovalCode1
Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics0
Methods for Detoxification of Texts for the Russian LanguageCode2
LEWIS: Levenshtein Editing for Unsupervised Text Style TransferCode1
Dermoscopic Image Classification with Neural Style Transfer0
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style TransferCode1
SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance NormalizationCode1
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAECode1
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations0
Attention-based Stylisation for Exemplar Image ColourisationCode1
Exemplar-Based 3D Portrait Stylization0
SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer0
NTIRE 2021 Depth Guided Image Relighting ChallengeCode1
Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Models0
Style-Aware Normalized Loss for Improving Arbitrary Style TransferCode0
ScreenSeg: On-Device Screenshot Layout Analysis0
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style TransferCode1
Diamond in the rough: Improving image realism by traversing the GAN latent spaceCode0
Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style TransferCode3
Instagram Filter Removal on Fashionable ImagesCode1
Rethinking and Improving the Robustness of Image Style TransferCode1
Robust Differentiable SVDCode1
Image-based Virtual Fitting RoomCode1
XFORMAL: A Benchmark for Multilingual Formality Style TransferCode1
Towards Multi-Scale Style Control for Expressive Speech Synthesis0
The Multi-Agent Behavior Dataset: Mouse Dyadic Social InteractionsCode1
Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning0
Speaker embeddings by modeling channel-wise correlationsCode1
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models0
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup TransferCode1
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks0
A New View of Multi-modal Language Analysis: Audio and Video Features as Text ``Styles''0
Disfluency Correction using Unsupervised and Semi-supervised Learning0
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN0
ArtFlow: Unbiased Image Style Transfer via Reversible Neural FlowsCode1
Rethinking Style Transfer: From Pixels to Parameterized BrushstrokesCode1
AlignMixup: Improving Representations By Interpolating Aligned FeaturesCode1
Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance NormalizationCode1
Generic Perceptual Loss for Modeling Structured Output Dependencies0
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1StyleShotCLIP Score0.66Unverified
2StyleIDCLIP Score0.6Unverified
3StrTR-2CLIP Score0.59Unverified
4CASTCLIP Score0.58Unverified
5AdaAttNCLIP Score0.57Unverified
6InSTCLIP Score0.57Unverified
7EFDMCLIP Score0.56Unverified
#ModelMetricClaimedVerifiedStatus
1Mamba-STArtFID27.11Unverified
2StyleFlow-Content-Fixed-I2ISSIM0.45Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)Accuracy94.37Unverified