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 10511100 of 1661 papers

TitleStatusHype
BACON: Deep-Learning Powered AI for Poetry Generation with Author Linguistic Style TransferCode0
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection0
UNIST: Unpaired Neural Implicit Shape Translation Network0
VAE based Text Style Transfer with Pivot Words Enhancement LearningCode0
3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single Image0
Molecular Attributes Transfer from Non-Parallel Data0
Image Style Transfer and Content-Style Disentanglement0
A Novel Framework for Image-to-image Translation and Image Compression0
One-shot Voice Conversion For Style Transfer Based On Speaker Adaptation0
Multi-Modality Microscopy Image Style Transfer for Nuclei Segmentation0
DAML-ST5: Low Resource Style Transfer via Domain Adaptive Meta Learning0
Multilingual pre-training with Language and Task Adaptation for Multilingual Text Style Transfer0
Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models0
Few-shot Controllable Style Transfer for Low-Resource Multilinugal Settings0
Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning0
Data privacy protection in microscopic image analysis for material data mining0
Style Transfer with Target Feature Palette and Attention Coloring0
Exploring Non-Autoregressive Text Style TransferCode0
Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style TransferCode0
Rethinking Sentiment Style Transfer0
Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness0
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey0
Actions Speak Louder than Listening: Evaluating Music Style Transfer based on Editing ExperienceCode0
Unified Style Transfer0
Style Agnostic 3D Reconstruction via Adversarial Style Transfer0
STALP: Style Transfer with Auxiliary Limited Pairing0
Emotion Style Transfer with a Specified Intensity Using Deep Reinforcement Learning0
Towards Using Clothes Style Transfer for Scenario-aware Person Video GenerationCode0
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings0
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning0
Music Sentiment TransferCode0
It is Not as Good as You Think! Evaluating Simultaneous Machine Translation on Interpretation DataCode0
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization0
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style TransferCode0
SDA-GAN: Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network0
Voice Aging with Audio-Visual Style Transfer0
CCS-GAN: COVID-19 CT-scan classification with very few positive training images0
A Review of Text Style Transfer using Deep Learning0
Text Style Transfer with Confounders0
Adversarial Style Transfer for Robust Policy Optimization in Reinforcement Learning0
Decouple and Reconstruct: Mining Discriminative Features for Cross-domain Object Detection0
DRAN: Detailed Region-Adaptive Normalization for Conditional Image SynthesisCode0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues0
Text Simplification for Comprehension-based Question-AnsweringCode0
Preventing Author Profiling through Zero-Shot Multilingual Back-TranslationCode0
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders0
Stylistic Retrieval-based Dialogue System with Unparallel Training Data0
Scalable Font Reconstruction with Dual Latent Manifolds0
Style Pooling: Automatic Text Style Obfuscation for Improved Classification FairnessCode0
Generic resources are what you need: Style transfer tasks without task-specific parallel training dataCode0
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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