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 301350 of 1661 papers

TitleStatusHype
SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance NormalizationCode1
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAECode1
Attention-based Stylisation for Exemplar Image ColourisationCode1
NTIRE 2021 Depth Guided Image Relighting ChallengeCode1
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style TransferCode1
Instagram Filter Removal on Fashionable ImagesCode1
Rethinking and Improving the Robustness of Image Style TransferCode1
Image-based Virtual Fitting RoomCode1
Robust Differentiable SVDCode1
XFORMAL: A Benchmark for Multilingual Formality Style TransferCode1
Speaker embeddings by modeling channel-wise correlationsCode1
The Multi-Agent Behavior Dataset: Mouse Dyadic Social InteractionsCode1
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup TransferCode1
Rethinking Style Transfer: From Pixels to Parameterized BrushstrokesCode1
ArtFlow: Unbiased Image Style Transfer via Reversible Neural FlowsCode1
AlignMixup: Improving Representations By Interpolating Aligned FeaturesCode1
Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance NormalizationCode1
In the light of feature distributions: moment matching for Neural Style TransferCode1
Event-based Synthetic Aperture Imaging with a Hybrid NetworkCode1
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution HeterogeneityCode1
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n ParametersCode1
End-to-end lyrics Recognition with Voice to Singing Style TransferCode1
Improving Object Detection in Art Images Using Only Style TransferCode1
Frame Difference-Based Temporal Loss for Video StylizationCode1
Self-Supervised VQ-VAE for One-Shot Music Style TransferCode1
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity AttackCode1
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentationCode1
Civil Rephrases Of Toxic Texts With Self-Supervised TransformersCode1
Bridging Unpaired Facial Photos And Sketches By Line-drawingsCode1
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning ApproachCode1
StyleFormer: Real-Time Arbitrary Style Transfer via Parametric Style CompositionCode1
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style TransferCode1
Image Translation via Fine-grained Knowledge TransferCode1
Self-Supervised Sketch-to-Image SynthesisCode1
How Positive Are You: Text Style Transfer using Adaptive Style EmbeddingCode1
Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement ApproachCode1
3DSNet: Unsupervised Shape-to-Shape 3D Style TransferCode1
MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image GenerationCode1
Semi-Supervised Low-Resource Style Transfer of Indonesian Informal to Formal Language with Iterative Forward-TranslationCode1
Seen and Unseen emotional style transfer for voice conversion with a new emotional speech datasetCode1
Voice Conversion Using Speech-to-Speech Neuro-Style TransferCode1
Blind Video Temporal Consistency via Deep Video PriorCode1
Anisotropic Stroke Control for Multiple Artists Style TransferCode1
Reformulating Unsupervised Style Transfer as Paraphrase GenerationCode1
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted RestylingCode1
Plug and Play Autoencoders for Conditional Text GenerationCode1
BalaGAN: Image Translation Between Imbalanced Domains via Cross-Modal TransferCode1
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse priorCode1
Consistent Video Style Transfer via Relaxation and RegularizationCode1
Progressive Semantic-Aware Style Transformation for Blind Face RestorationCode1
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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