6th Workshop on Computer Vision for Fashion, Art, and Design 

 Virtual and in Person in Vancouver, June 18th 2023

See the previous versions of the CVFAD workshop from 2022, 2021, 2020, 2019 and 2018

Papers accepted as orals

Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models

Hernan Camilo Carrillo Lindado (Laboratoire Bordelais de Recherche en Informatique); Michaël Clément (Bordeaux INP); Aurelie Bugeau (Labri); Edgar Simo-Serra (Waseda University)

[paper] [poster] [video]

FreqHPT: Frequency-aware attention and flow fusion for Human Pose Transfer

Liyuan Ma (Zhejiang University); Tingwei Gao (Alibaba Group); Haibin Shen (Zhejiang University); Kejie Huang (Zhejiang University)

[paper] [poster] [video]

SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts

Masanari Kimura (Graduate University for Advanced Studies; ZOZO Research.); Takuma Nakamura (ZOZO Research); Yuki Saito (ZOZO Research)

[paper] [supplement] [poster] [video]

Shape of You: Precise shape estimations for diverse body types

Rohan Sarkar (Purdue University); Achal Dave (Carnegie Mellon University); Gerard Medioni (USC); Benjamin J Biggs (Amazon)

[paper] [poster] [video]

Gatha: Relational Loss for enhancing text-based style transfer

Surgan Jandial (MDSR Labs, Adobe); Shripad V Deshmukh (Adobe, MDSR Labs); Abhinav Java (Adobe, MDSR Labs); Simra Shahid (Adobe); Balaji Krishnamurthy (Adobe, MDSR Labs)

[paper] [poster] [video]

Papers accepted as posters

Fashion-Specific Ambiguous Expression Interpretation with Partial Visual-Semantic Embedding

Ryotaro Shimizu (Waseda University; ZOZO Research); Takuma Nakamura (ZOZO Research); Masayuki Goto (Waseda University)

[paper] [supplement] [poster] [video]

SkiLL: Skipping Color and Label Landscape: Self Supervised Design Representations for Products in E-commerce

Vinay K Verma (Amazon); Dween Rabius Sanny (Amazon); Shreyas Sunil Kulkarni (Amazon); Prateek Sircar (Amazon); Abhishek Singh (Amazon); Deepak Gupta (Amazon)

[paper] [supplement] [poster] [video]

FashionVQA: A Domain-Specific Visual Question Answering System

Min Wang (Target); Ata Mahjoubfar (Target Corp.); Anupama Joshi (Target)

[paper] [poster] [video]

Image Reference-guided Fashion Design with Structure-aware Transfer by Diffusion Models

Shidong Cao (ZhejiangUniversity - University of Illinois at Urbana-Champaign Institute); Wenhao Chai (Zhejiang University); Shengyu Hao (Zhejiang University); Gaoang Wang (Zhejiang University)

[paper] [poster] [video]

Name your style, text-guided artistic style transfer

Zhisong Liu (The Hong Kong Polytechnic University); Li-Wen Wang (The Hong Kong Polytechnic University); Wan-Chi Siu (The Hong Kong Polytechnic University ); Vicky Kalogeiton (Ecole Polytechnique, IP Paris)

[paper] [poster] [video]

DETR-Based Layered Clothing Segmentation and Fine-Grained Attribute Recognition

Hao Tian (The Hong Kong Polytechnic University); Yu Cao (The Hong Kong Polytechnic University); Tracy Mok (The Hong Kong Polytechnic University)

[paper] [poster] [video]

KBody: Balanced monocular whole-body estimation

Nikolaos Zioulis (Independent Researcher); James F O'Brien (Klothed Technologies)

[paper] [supplement] [poster] [video]