CVPR 2022 Open Access Repository

Computer Vision for Fashion, Art, and Design

Artistic Style Novel View Synthesis Based on a Single Image: Kuan-Wei Tseng,

Yao-Chih Lee,

Chu-Song Chen; [pdf]
[bibtex]
@InProceedings{Tseng_2022_CVPR, author = {Tseng, Kuan-Wei and Lee, Yao-Chih and Chen, Chu-Song}, title = {Artistic Style Novel View Synthesis Based on a Single Image}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2258-2262} }
Dress Code: High-Resolution Multi-Category Virtual Try-On: Davide Morelli,

Matteo Fincato,

Marcella Cornia,

Federico Landi,

Fabio Cesari,

Rita Cucchiara; [pdf] [arXiv]
[bibtex]
@InProceedings{Morelli_2022_CVPR, author = {Morelli, Davide and Fincato, Matteo and Cornia, Marcella and Landi, Federico and Cesari, Fabio and Cucchiara, Rita}, title = {Dress Code: High-Resolution Multi-Category Virtual Try-On}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2231-2235} }
Neural Image Recolorization for Creative Domains: Boyi Li,

Serge Belongie,

Ser-nam Lim,

Abe Davis; [pdf] [supp]
[bibtex]
@InProceedings{Li_2022_CVPR, author = {Li, Boyi and Belongie, Serge and Lim, Ser-nam and Davis, Abe}, title = {Neural Image Recolorization for Creative Domains}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2226-2230} }
Dual-Branch Collaborative Transformer for Virtual Try-On: Emanuele Fenocchi,

Davide Morelli,

Marcella Cornia,

Lorenzo Baraldi,

Fabio Cesari,

Rita Cucchiara; [pdf]
[bibtex]
@InProceedings{Fenocchi_2022_CVPR, author = {Fenocchi, Emanuele and Morelli, Davide and Cornia, Marcella and Baraldi, Lorenzo and Cesari, Fabio and Cucchiara, Rita}, title = {Dual-Branch Collaborative Transformer for Virtual Try-On}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2247-2251} }
Towards Detailed Characteristic-Preserving Virtual Try-On: Sangho Lee,

Seoyoung Lee,

Joonseok Lee; [pdf]
[bibtex]
@InProceedings{Lee_2022_CVPR, author = {Lee, Sangho and Lee, Seoyoung and Lee, Joonseok}, title = {Towards Detailed Characteristic-Preserving Virtual Try-On}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2236-2240} }
OutfitTransformer: Outfit Representations for Fashion Recommendation: Rohan Sarkar,

Navaneeth Bodla,

Mariya Vasileva,

Yen-Liang Lin,

Anurag Beniwal,

Alan Lu,

Gerard Medioni; [pdf]
[bibtex]
@InProceedings{Sarkar_2022_CVPR, author = {Sarkar, Rohan and Bodla, Navaneeth and Vasileva, Mariya and Lin, Yen-Liang and Beniwal, Anurag and Lu, Alan and Medioni, Gerard}, title = {OutfitTransformer: Outfit Representations for Fashion Recommendation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2263-2267} }
DAtRNet: Disentangling Fashion Attribute Embedding for Substitute Item Retrieval: Gaurab Bhattacharya,

Nikhil Kilari,

Jayavardhana Gubbi,

Bagya Lakshmi V.,

Arpan Pal,

Balamuralidhar P.; [pdf] [supp]
[bibtex]
@InProceedings{Bhattacharya_2022_CVPR, author = {Bhattacharya, Gaurab and Kilari, Nikhil and Gubbi, Jayavardhana and V., Bagya Lakshmi and Pal, Arpan and P., Balamuralidhar}, title = {DAtRNet: Disentangling Fashion Attribute Embedding for Substitute Item Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2283-2287} }
UIGR: Unified Interactive Garment Retrieval: Xiao Han,

Sen He,

Li Zhang,

Yi-Zhe Song,

Tao Xiang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Han_2022_CVPR, author = {Han, Xiao and He, Sen and Zhang, Li and Song, Yi-Zhe and Xiang, Tao}, title = {UIGR: Unified Interactive Garment Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2220-2225} }
Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation: George Cazenavette,

Tongzhou Wang,

Antonio Torralba,

Alexei A. Efros,

Jun-Yan Zhu; [pdf] [supp]
[bibtex]
@InProceedings{Cazenavette_2022_CVPR, author = {Cazenavette, George and Wang, Tongzhou and Torralba, Antonio and Efros, Alexei A. and Zhu, Jun-Yan}, title = {Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2278-2282} }
The Multi-Modal Universe of Fast-Fashion: The Visuelle 2.0 Benchmark: Geri Skenderi,

Christian Joppi,

Matteo Denitto,

Berniero Scarpa,

Marco Cristani; [pdf] [supp]
[bibtex]
@InProceedings{Skenderi_2022_CVPR, author = {Skenderi, Geri and Joppi, Christian and Denitto, Matteo and Scarpa, Berniero and Cristani, Marco}, title = {The Multi-Modal Universe of Fast-Fashion: The Visuelle 2.0 Benchmark}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2241-2246} }
OutfitGAN: Learning Compatible Items for Generative Fashion Outfits: Maryam Moosaei,

Yusan Lin,

Ablaikhan Akhazhanov,

Huiyuan Chen,

Fei Wang,

Hao Yang; [pdf]
[bibtex]
@InProceedings{Moosaei_2022_CVPR, author = {Moosaei, Maryam and Lin, Yusan and Akhazhanov, Ablaikhan and Chen, Huiyuan and Wang, Fei and Yang, Hao}, title = {OutfitGAN: Learning Compatible Items for Generative Fashion Outfits}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2273-2277} }
PaintInStyle: One-Shot Discovery of Interpretable Directions by Painting: Berkay Doner,

Elif Sema Balcioglu,

Merve Rabia Barin,

Umut Kocasari,

Mert Tiftikci,

Pinar Yanardag; [pdf]
[bibtex]
@InProceedings{Doner_2022_CVPR, author = {Doner, Berkay and Balcioglu, Elif Sema and Barin, Merve Rabia and Kocasari, Umut and Tiftikci, Mert and Yanardag, Pinar}, title = {PaintInStyle: One-Shot Discovery of Interpretable Directions by Painting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2288-2293} }
GP22: A Car Styling Dataset for Automotive Designers: Gyunpyo Lee,

Taesu Kim,

Hyeon-Jeong Suk; [pdf]
[bibtex]
@InProceedings{Lee_2022_CVPR, author = {Lee, Gyunpyo and Kim, Taesu and Suk, Hyeon-Jeong}, title = {GP22: A Car Styling Dataset for Automotive Designers}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2268-2272} }
CoRe: Color Regression for Multicolor Fashion Garments: Alexandre Ramé,

Arthur Douillard,

Charles Ollion; [pdf]
[bibtex]
@InProceedings{Rame_2022_CVPR, author = {Ram\'e, Alexandre and Douillard, Arthur and Ollion, Charles}, title = {CoRe: Color Regression for Multicolor Fashion Garments}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2252-2257} }
Rank in Style: A Ranking-Based Approach To Find Interpretable Directions: Umut Kocasari,

Kerem Zaman,

Mert Tiftikci,

Enis Simsar,

Pinar Yanardag; [pdf]
[bibtex]
@InProceedings{Kocasari_2022_CVPR, author = {Kocasari, Umut and Zaman, Kerem and Tiftikci, Mert and Simsar, Enis and Yanardag, Pinar}, title = {Rank in Style: A Ranking-Based Approach To Find Interpretable Directions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2294-2298} }