FashionAI: Exploring the Intersection of Fashion and Artificial Intelligence for Reshaping the Industry Call for Papers
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Call for Papers
FashionAI:
Exploring the Intersection of Fashion and Artificial Intelligence
for Reshaping the Industry
International Workshop at ECCV 2024
https://sites.google.com/view/fashionai2024
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=== Submission Deadline: July 12, 2024 ====
(11:59 p.m. CET)
AIMS AND SCOPE
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The fashion domain is entering a transformative era marked by both
opportunities and challenges that are closely linked to the
integration of generative AI and computer vision solutions, with a
strong focus on both research and technology transfer. These
challenges, which range from the automation of complex design
processes to the personalization of customer experiences and the
optimization of supply chains, are not unique to any single company
but are shared by the entire spectrum of companies operating in the
luxury fashion sector. They also resonate deeply within the computer
vision community, where ongoing research and development are pushing
the limits of what is possible with fashion AI.
This workshop is designed to be a central platform for presenting the
latest advances in addressing these common challenges. More
importantly, it aims to establish a dedicated fashion AI
community. Such a community is conceived as a collaborative network of
AI researchers, fashion designers, industry practitioners, and
technology innovators. Its purpose is to foster ongoing dialogue,
exchange of ideas, and collaborative projects that not only address
current challenges but also anticipate and prepare for future
trends. By encouraging open communication and collaboration, the
workshop aims to create a synergy that leverages the strengths of both
the AI and fashion sectors.
TOPICS
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The workshop calls for submissions addressing, but not limited to, the
following topics:
Style and Product Recommendation
Cross-Domain Visual Search for Fashion
Visual Size and Fit Advice
Garment Classification and Retrieval
Virtual Try-On
Body Shape Prediction
Automatic Article Tagging
Trend Analysis and Forecasting
Personal Shopping Assistants
Efficient Methods for Fashion Search
Fashion Analysis in Videos
Generative Design Algorithms with Humans in the Loop
Creative Visual Content Generation for Fashion
Clothing Landmark Estimation
Application of LLMs and Multimodal LLMs to Fashion
IMPORTANT DATES
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Paper Submission Deadline: July 12, 2024
Decision to Authors: August 10, 2024
Camera ready papers due: August 31, 2024
SUBMISSION GUIDELINES
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Papers should be submitted at:
https://cmt3.research.microsoft.com/FashionAI2024.
At the time of submission, authors must indicate the type of the
paper:
Regular papers: will be peer-reviewed following the same policy of
the main conference and will be published in the ECCV workshop
proceedings. These are meant to present novel contributions not
published previously (submitted papers should not have been
published, accepted, or under review elsewhere).
Presentation papers: are meant for papers that are currently under
review or have been already accepted for publication previously,
preferably in the last year, in some major conferences or
journals. These papers will undergo a soft-reviewing process by
the chairs to assess their suitability for the workshop
topics. These will not appear in the proceedings.
All papers (both regular and presentation) must be prepared according
to the ECCV guidelines, with a maximum of 14 pages plus unlimited
pages for references. Regular papers will be reviewed by at least two
reviewers with double-blind peer-review policy. Presentation papers do
not need to be anonymized. Manuscripts must be submitted as pdf
documents following using the ECCV main conference templates available
at: https://eccv2024.ecva.net/Conferences/2024/SubmissionPolicies.
ORGANIZING COMMITTEE
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Rita Cucchiara, University of Modena and Reggio Emilia, Italy
Emanuele Frontoni, University of Macerata, Italy
Marcella Cornia, University of Modena and Reggio Emilia, Italy
Marina Paolanti, University of Macerata, Italy