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 51100 of 1661 papers

TitleStatusHype
Inversion-Based Style Transfer with Diffusion ModelsCode2
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object DetectionCode2
Diffusion-based Image Translation using Disentangled Style and Content RepresentationCode2
CCPL: Contrastive Coherence Preserving Loss for Versatile Style TransferCode2
DCT-Net: Domain-Calibrated Translation for Portrait StylizationCode2
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningCode2
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and RegistrationCode2
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-SpeechCode2
GANimator: Neural Motion Synthesis from a Single SequenceCode2
Neural Neighbor Style TransferCode2
StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing TranslationCode2
Splicing ViT Features for Semantic Appearance TransferCode2
StyTr2: Image Style Transfer With TransformersCode2
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality TransferCode2
Methods for Detoxification of Texts for the Russian LanguageCode2
Stylized Neural PaintingCode2
Deep Learning for Text Style Transfer: A SurveyCode2
Text Style Transfer: A Review and Experimental EvaluationCode2
Unpaired Motion Style Transfer from Video to AnimationCode2
Unsupervised Speech Decomposition via Triple Information BottleneckCode2
StyleGAN2 Distillation for Feed-forward Image ManipulationCode2
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder LossCode2
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?Code2
SA-LUT: Spatial Adaptive 4D Look-Up Table for Photorealistic Style TransferCode1
CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian SplattingCode1
Style Transfer with Diffusion Models for Synthetic-to-Real Domain AdaptationCode1
OmniStyle: Filtering High Quality Style Transfer Data at ScaleCode1
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian PriorCode1
F-ViTA: Foundation Model Guided Visible to Thermal TranslationCode1
Pluggable Style Representation Learning for Multi-Style TransferCode1
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature SynthesisCode1
RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground SimulationCode1
AttenST: A Training-Free Attention-Driven Style Transfer Framework with Pre-Trained Diffusion ModelsCode1
Direct Ascent Synthesis: Revealing Hidden Generative Capabilities in Discriminative ModelsCode1
ImprovNet -- Generating Controllable Musical Improvisations with Iterative Corruption RefinementCode1
Multimodal LLMs Can Reason about Aesthetics in Zero-ShotCode1
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion ModelsCode1
Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted InversionCode1
SGSST: Scaling Gaussian Splatting StyleTransferCode1
PixelShuffler: A Simple Image Translation Through Pixel RearrangementCode1
Style-Specific Neurons for Steering LLMs in Text Style TransferCode1
Learned Compression for Images and Point CloudsCode1
T-FAKE: Synthesizing Thermal Images for Facial LandmarkingCode1
D2Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion MethodsCode1
WAS: Dataset and Methods for Artistic Text SegmentationCode1
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship EmbeddingsCode1
Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion TransferCode1
TLCM: Training-efficient Latent Consistency Model for Image Generation with 2-8 StepsCode1
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic UltrasonographyCode1
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion NetworkCode1
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Benchmark Results

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