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lzhbrian

Cool-Fashion-Papers

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

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创建于 2019-02-12 · 更新于 2026-10-12 · 今日第 15729 名
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lzhbrian/Cool-Fashion-Papers 排名第 15,729，有 637 个星标。

同类别比较

lzhbrian/Cool-Fashion-Papers 排名第 15,729，此处有 8 个同类条目；leoncuhk/awesome-quant-ai 排名第 15,728。

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名称排名指标
saurabhaloneai/History-of-Deep-Learning15,698
语言:
Jupyter Notebook
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639
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learningggggggg 🐳
SpursGoZmy/Awesome-Tabular-LLMs15,706
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简介:
We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理
SkalskiP/awesome-foundation-and-multimodal-models15,724
语言:
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星标数:
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👁️ + 💬 + 🎧 = 🤖 Curated list of top foundation and multimodal models! [Paper + Code + Examples + Tutorials]
leoncuhk/awesome-quant-ai15,728
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637
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简介:
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lif314/awesome-NeRF-papers15,759
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HuangCongQing/3D-Point-Clouds15,787
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Little-Podi/Collaborative_Perception15,789
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分叉数:
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关键参数与规格
参数值
语言Shell
类别Lists
子类别Paper collections
星标数637
分叉数109
贡献者4
创建日期2019-02-12
更新日期2026-10-12
1 天星标数0
7 天星标数1
排名15,729
上次排名15,529
排名变化-200
7 天星标排名11,087
上次 7 天星标排名11,156
7 天星标排名变化69
总星标排名16,046
上次总星标排名16,019
总星标排名变化-27
README 摘录

11 livemint]]( | | | Alibaba 图像和美 | 2009 | Recognition | [[2018. 10 founding]]( | | | MatchU 码尚 | 2016 | Modeling | [[2018. 7 journal sentinel]]( | | | 衣呼 YIHU (TOZI) | 2017 | 3D Modeling | [[2018. 12 START IT]]( | | | 极睿 infimind | 2017 | | | | | 知衣 zhiyi | 2018 | | | | | glitch-ai | 2019 | AI Design | [[2019. 6 news]]( | | | 深尚科技 StylingAI | 2019 | AI Design | [[2020.

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lzhbrian/Cool-Fashion-Papers 有 637 个星标和 109 个分叉。

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lzhbrian/Cool-Fashion-Papers 排名第 15,729。

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lzhbrian/Cool-Fashion-Papers 有 637 个星标，语言为 Shell，类别为 Lists。

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lzhbrian/Cool-Fashion-Papers 与 leoncuhk/awesome-quant-ai 比较，后者排名第 15,728，有 637 个星标。

README

Cool Fashion Papers 👔👗🕶️🎩

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

Papers

Synthesis

Model Title Publication Paper Link
Pose with style Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN SIGGRAPH ASIA 2021 [2109.06166] [project]
CIT CIT: Cloth Interactive Transformer for Virtual Try-On arXiv [2104.05519] [Amazingren / CIT]
VITON-HD VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization CVPR 2021 [2103.16874] [shadow2496 / VITON-HD]
DCTON Disentangled Cycle Consistency for Highly-realistic Virtual Try-On CVPR 2021 [2103.09479] [ChongjianGE / DCTON]
PF-AFN Parser-Free Virtual Try-on via Distilling Appearance Flows CVPR 2021 [2103.04559] [geyuying / PF-AFN]
SieveNet SieveNet: A Unified Framework for Robust Image-based Virtual Try-On WACV 2020 [2001.06265]
Down to the Last Detail: Virtual Try-on with Detail Carving arXiv [1912.06324] [AIprogrammer / Down-to-the-Last-Detail-Virtual-Try-on-with-Detail-Carving]
ClothFlow ClothFlow: A Flow-Based Model for Clothed Person Generation ICCV 2019 [paper]
FW-GAN FW-GAN: Flow-navigated Warping GAN for Video Virtual Try-on ICCV 2019 [paper]
Virtually Trying on New Clothing with Arbitrary Poses MM 2019 [paper] [project]
Generating High-Resolution Fashion Model Images Wearing Custom Outfits ICCVW 2019 [1908.08847]
Fashion++ Fashion++: Minimal Edits for Outfit Improvement ICCV 2019 [1904.09261] [project]
MG-VTON Towards Multi-pose Guided Virtual Try-on Network arXiv [1902.11026]
FiNet Compatible and Diverse Fashion Image Inpainting ICCV 2019 [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] [andrewjong / SwapNet]
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]

Classification

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]

Recommendation

Model Title Publication Paper Link
Semi-Supervised Visual Representation Learning for Fashion Compatibility RecSys 2021 [2109.08052]
POG POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion KDD 2019 [1905.01866]
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]

Forecast

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]

Related Events

  1. KDD workshop on fashion [2019] [2018] [2017] [2016]
  2. Workshop on Computer Vision for Fashion, Art and Design [CVPR 2020] [ICCV 2019] [ECCV 2018] [ICCV 2017]
  3. NeurlPS workshop on Machine Learning for Creativity and Design [2019] [2018] [2017]
  4. SIGIR Workshop On eCommerce [2019] [2018] [2017]
  5. CVPR Deep Learning for Content Creation Tutorial [2019]
  6. iMaterialist Fashion Challenge [CVPR 2019]
  7. iDesigner Challenge [CVPR 2019]
  8. FashionGen Challenge [ICCV 2019, ECCV 2018]
  9. JD AI Fashion Challenge [ChinaMM 2018]
  10. Alibaba FashionAI Global Challenge [Tianchi]
  11. Artificial Intelligence on Fashion and Textile Conference [AIFT 2018]
  12. Fashion IQ Challenge [CVPR 2020] [ICCV 2019]
  13. DeepFashion2 Challenge [CVPR 2020] [ICCV 2019]

Datasets

  1. Fashionpedia [website]
  2. DeepFashion2 Dataset [website]
  3. DeepFashion Dataset [website]
  4. FashionGen [website]
  5. FashionAI [Tianchi]
  6. TaobaoClothMatch [Tianchi]
  7. Fashion-MNIST [zalandoresearch/fashion-mnist]
  8. Fashion IQ [website]

Companies

Brand Name Found Info News
Myntra 2007 Forecast, Synthesis [2017.11 livemint]
Alibaba 图像和美 2009 Recognition [2018.7 FashionAI]
STITCH FIX, BLOG 2011 Personalization [2018.5 Forbes]
Heuritech 2013 Forecast, Recognition [2019.1 Fashnerd]
Yi+ 2014 Recognition [2018.8 funding]
MALONG TECHNOLOGIES 2014 Recognition [2018.7 Forbes]
syte 2015 Recognition [2018.12 co-op w/ farfetch]
GrokStyle (2019.2 acquired by Facebook) 2015 Searching [2019.2 acquired by Facebook]
Zalando Research 2016 Research [2016.10 founding]
MatchU 码尚 2016 Modeling [2018.12 funding]
mode.ai 2016 Recognition, NLP, Searching [2018.5 TechRepublic]
Markable.AI 2016 Recognition, Searching [2018.7 journal sentinel]
衣呼 YIHU (TOZI) 2017 3D Modeling [2018.9 funding]
macty.eu 2017 Recognition, Searching, Recommendation, NLP [2018.12 START IT]
极睿 infimind 2017
知衣 zhiyi 2018
glitch-ai 2019 AI Design [2019.6 news]
深尚科技 StylingAI 2019 AI Design [2020.1 news]

Other Useful Resources

  1. [ayushidalmia/awesome-fashion-ai]
  2. [lzhbrian/image-to-image-papers]
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