Cool Fashion Papers πππΆοΈπ©
Cool Fashion Related Papers and Resources (companies, datasets, conference, workshops, ...).
Papers are ordered in arXiv first version submitting time (if applicable).
Feel free to send a PR or issue.
TOC
| Model |
Title |
Publication |
Paper |
Link |
| Fashion++ |
Fashion++: Minimal Edits for Outfit Improvement |
arXiv |
[1904.09261] |
[project] |
| MG-VTON |
Towards Multi-pose Guided Virtual Try-on Network |
arXiv |
[1902.11026] |
|
| FiNet |
Compatible and Diverse Fashion Image Inpainting |
arXiv |
[1902.01096] |
|
| M2E-Try On Net |
M2E-Try On Net: Fashion from Model to Everyone |
arXiv |
[1811.08599] |
|
| FashionGAN |
FashionGAN: Display your fashion design using Conditional Generative Adversarial Nets |
CG Forum 2018 |
[paper] |
|
| PIVTONS |
PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion |
ACCV 2018 |
[paper] |
[project] |
| SwapNet |
SwapNet: Image Based Garment Transfer |
ECCV 2018 |
[paper] |
|
| FiLMedGAN |
Language Guided Fashion Image Manipulation with Feature-wise Transformations |
ECCVW 2018 |
[1808.04000] |
|
| CP-VITON |
Toward Characteristic-Preserving Image-based Virtual Try-On Network |
ECCV 2018 |
[1807.07688] |
[sergeywong / cp-vton] |
|
Disentangling Multiple Conditional Inputs in GANs |
ECCVW 2018 |
[1806.07819] |
[zalandoresearch / disentangling_conditional_gans] |
| DesIGN |
DesIGN: Design Inspiration from Generative Networks |
ECCVW 2018 |
[1804.00921] |
|
| VITON |
VITON: An Image-based Virtual Try-on Network |
CVPR 2018 |
[1711.08447] |
[xthan / VITON] |
| DVBPR |
Visually-Aware Fashion Recommendation and Design with Generative Image Models |
ICDM 2017 |
[1711.02231] |
[kang205 / DVBPR] |
| FashionGAN |
Be Your Own Prada: Fashion Synthesis with Structral Coherence. |
ICCV 2017 |
[1710.07346] |
[project] |
| CAGAN |
The Conditional Analogy GAN: Swapping Fashion Articles on People Images |
ICCVW 2017 |
[1709.04695] |
|
| Model |
Title |
Publication |
Paper |
Link |
| DeepFashion2 |
DeepFashion2: A Versatile Benchmark for Detection Pose Estimation Segmentation and Re-Identification of Clothing Images |
CVPR 2019 |
[1901.07973] |
[switchablenorms / DeepFashion2] |
|
Brand > Logo: Visual Analysis of Fashion Brands |
ECCVW 2018 |
[1810.09941] |
|
| BCRNN |
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification |
CVPR 2018 |
[paper] |
|
|
Studio2Shop: from studio photo shoots to fashion articles |
ICPRAM 2018 |
[1807.00556] |
|
| FashionBrain |
FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe |
KDDW 2017 |
[1710.09788] |
[project] |
|
Automatic Spatially-aware Fashion Concept Discovery |
ICCV 2017 |
[1708.01311] |
[xthan / fashion-200k] |
| DFA |
Fashion Landmark Detection in the Wild |
ECCV 2016 |
[1608.03049] |
[liuziwei7 / fashion-landmarks] |
| FashionNet |
DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations |
CVPR 2016 |
[paper] |
[project] |
| Model |
Title |
Publication |
Paper |
Link |
|
Aesthetic-based Clothing Recommendation |
WWW 2018 |
[1809.05822] |
|
| CRAFT |
CRAFT: Complementary Recommendations Using Adversarial Feature Transformer |
ECCVW 2018 |
[1804.10871] |
|
|
Learning Type-Aware Embeddings for Fashion Compatibility |
ECCV 2018 |
[1803.09196] |
|
| NeuroStylist |
NeuroStylist: Neural Compatibility Modeling for Clothing Matching |
MM 2017 |
[paper] |
|
|
Deep Cross-Domain Fashion Recommendation |
RecSys 2017 |
[paper] |
|
|
An LSTM-Based Dynamic Customer Model for Fashion Recommendation |
RecSys 2017 |
[1708.07347] |
|
|
Learning Fashion Compatibility with Bidirectional LSTMs |
MM 2017 |
[1707.05691] |
[xthan / polyvore] |
|
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping |
KDD 2016 |
[1609.02489] |
|
| Model |
Title |
Publication |
Paper |
Link |
| Style Quotient |
Understanding Fashionability: What drives sales of a style? |
KDDW 2018 |
[1806.11424] |
|
| Sales Potential |
Sales Potential: Modelling Sellability of Visual Aesthetics of a Fashion Product |
KDDW 2017 |
[paper] |
|
|
Fashion Forward: Forecasting Visual Style in Fashion |
ICCV 2017 |
[1705.06394] |
|
- KDD workshop on fashion [2019] [2018] [2017] [2016]
- ECCV workshop on Computer Vision for Fashion, Art and Design [2018]
- ICCV workshop on Computer Vision For Fashion [2017]
- NeurlPS workshop on Machine Learning for Creativity and Design [2018] [2017]
- CVPR FGVC workshop challenge - iMaterialist Fashion Track [2019]
- CVPR FGVC workshop challenge - iDesigner [2019]
- FashionGen Challenge [ECCVW 2018]
- JD AI Fashion Challenge [ChinaMM 2018]
- Alibaba FashionAI Global Challenge [Tianchi]
- Artificial Intelligence on Fashion and Textile Conference [AIFT 2018]
- Fashionpedia [website]
- DeepFashion2 Dataset [website]
- DeepFashion Dataset [website]
- FashionGen [website]
- FashionAI [Tianchi]
- TaobaoClothMatch [Tianchi]
- Fashion-MNIST [zalandoresearch/fashion-mnist]
- [ayushidalmia/awesome-fashion-ai]
- [lzhbrian/image-to-image-papers]
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent