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 201250 of 1661 papers

TitleStatusHype
Style Transfer as Data Augmentation: A Case Study on Named Entity RecognitionCode1
Fine-Grained Image Style Transfer with Visual TransformersCode1
Federated Domain Generalization for Image Recognition via Cross-Client Style TransferCode1
APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media ConversationsCode1
Deliberated Domain Bridging for Domain Adaptive Semantic SegmentationCode1
Time-of-Day Neural Style Transfer for Architectural PhotographsCode1
Generalized One-shot Domain Adaptation of Generative Adversarial NetworksCode1
Style-Agnostic Reinforcement LearningCode1
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content EnhancingCode1
AesUST: Towards Aesthetic-Enhanced Universal Style TransferCode1
Language-guided Semantic Style Transfer of 3D Indoor ScenesCode1
UPST-NeRF: Universal Photorealistic Style Transfer of Neural Radiance Fields for 3D SceneCode1
Learning to Incorporate Texture Saliency Adaptive Attention to Image CartoonizationCode1
Quality Evaluation of Arbitrary Style Transfer: Subjective Study and Objective MetricCode1
WISE: Whitebox Image Stylization by Example-based LearningCode1
ArtFID: Quantitative Evaluation of Neural Style TransferCode1
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image GenerationCode1
StyleFlow For Content-Fixed Image to Image TranslationCode1
SOS: Score-based Oversampling for Tabular DataCode1
Controlling strokes in fast neural style transfer using content transformsCode1
Learning to Model Editing ProcessesCode1
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language ModelsCode1
End-to-End Zero-Shot Voice Conversion with Location-Variable ConvolutionsCode1
Domain Enhanced Arbitrary Image Style Transfer via Contrastive LearningCode1
So Different Yet So Alike! Constrained Unsupervised Text Style TransferCode1
A large-scale computational study of content preservation measures for text style transfer and paraphrase generationCode1
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-TransferCode1
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondCode1
Patch-wise Contrastive Style Learning for Instagram Filter RemovalCode1
Inducing Positive Perspectives with Text ReframingCode1
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process PriorsCode1
StyleFool: Fooling Video Classification Systems via Style TransferCode1
PCA-Based Knowledge Distillation Towards Lightweight and Content-Style Balanced Photorealistic Style Transfer ModelsCode1
Industrial Style Transfer with Large-scale Geometric Warping and Content PreservationCode1
Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image TransitionCode1
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain GeneralizationCode1
Semantic Segmentation in Art PaintingsCode1
PetsGAN: Rethinking Priors for Single Image GenerationCode1
Name Your Style: An Arbitrary Artist-aware Image Style TransferCode1
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous DrivingCode1
Retriever: Learning Content-Style Representation as a Token-Level Bipartite GraphCode1
Motion Puzzle: Arbitrary Motion Style Transfer by Body PartCode1
Stay Positive: Non-Negative Image Synthesis for Augmented RealityCode1
Fast Differentiable Matrix Square Root and Inverse Square RootCode1
Controlling Directions Orthogonal to a ClassifierCode1
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency LearningCode1
Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion PhasesCode1
Consistent Style TransferCode1
Artistic Style Discovery With Independent ComponentsCode1
Facial-Sketch Synthesis: A New ChallengeCode1
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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