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

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