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 251300 of 1661 papers

TitleStatusHype
Deep Translation Prior: Test-time Training for Photorealistic Style TransferCode1
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic SegmentationCode1
Defending against Model Stealing via Verifying Embedded External FeaturesCode1
StyleMesh: Style Transfer for Indoor 3D Scene ReconstructionsCode1
Artistic Style Transfer with Internal-external Learning and Contrastive LearningCode1
CLIPstyler: Image Style Transfer with a Single Text ConditionCode1
Generation of microbial colonies dataset with deep learning style transferCode1
Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style TransferCode1
StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing SynthesisCode1
Learning Co-segmentation by Segment Swapping for Retrieval and DiscoveryCode1
Image-Based CLIP-Guided Essence TransferCode1
PhotoWCT^2: Compact Autoencoder for Photorealistic Style Transfer Resulting from Blockwise Training and Skip Connections of High-Frequency ResidualsCode1
Fusion of complementary 2D and 3D mesostructural datasets using generative adversarial networksCode1
FacialGAN: Style Transfer and Attribute Manipulation on Synthetic FacesCode1
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferCode1
Multiple Style Transfer via Variational AutoEncoderCode1
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT TranslationCode1
Self-Supervised Generative Style Transfer for One-Shot Medical Image SegmentationCode1
Layered Neural Atlases for Consistent Video EditingCode1
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-IdentificationCode1
Text Detoxification using Large Pre-trained Neural ModelsCode1
Transductive Learning for Unsupervised Text Style TransferCode1
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language GenerationCode1
Sequence-to-Sequence Learning with Latent Neural GrammarsCode1
Sentence Bottleneck Autoencoders from Transformer Language ModelsCode1
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style TransferCode1
Domain-Aware Universal Style TransferCode1
Paint Transformer: Feed Forward Neural Painting with Stroke PredictionCode1
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style TransferCode1
Controlled Text Generation as Continuous Optimization with Multiple ConstraintsCode1
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence ModelsCode1
Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled RepresentationsCode1
Tailor: Generating and Perturbing Text with Semantic ControlsCode1
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain AdaptationCode1
SinGAN-Seg: Synthetic training data generation for medical image segmentationCode1
CAMS: Color-Aware Multi-Style TransferCode1
Learning To Warp for Style TransferCode1
Adaptive Convolutions for Structure-Aware Style TransferCode1
ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR CodesCode1
Global Rhythm Style Transfer Without Text TranscriptionsCode1
SinIR: Efficient General Image Manipulation with Single Image ReconstructionCode1
Break-It-Fix-It: Unsupervised Learning for Program RepairCode1
Region-aware Adaptive Instance Normalization for Image HarmonizationCode1
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style TransferCode1
Write like you: Synthesizing your cursive online Chinese handwriting via metric-based meta learningCode1
Language-Driven Image Style TransferCode1
StyTr^2: Image Style Transfer with TransformersCode1
PSGAN++: Robust Detail-Preserving Makeup Transfer and RemovalCode1
LEWIS: Levenshtein Editing for Unsupervised Text Style TransferCode1
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style TransferCode1
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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