[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3475956acmconferencesBook PagePublication PagesmmConference Proceedingsconference-collections
WAB'21: Proceedings of the 1st Workshop on Multimodal Product Identification in Livestreaming and WAB Challenge
ACM2021 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
MM '21: ACM Multimedia Conference Virtual Event China 24 October 2021
ISBN:
978-1-4503-8677-7
Published:
22 October 2021
Sponsors:

Reflects downloads up to 19 Dec 2024Bibliometrics
Skip Abstract Section
Abstract

It is our great pleasure to welcome you to the 1st Workshop on Multimodal Product Identification in Livestreaming and WAB Challenge - WAB 2021, which is held in conjunction with the ACM Multimedia 2021. The WAB Challenge and associated workshop is held to allow researchers to present their progress, communicate and co-develop novel ideas that potentially shape the future of multimodal retrieval. Based on the proposed multimodal product retrieval dataset named "Watch and Buy" (WAB), we launch WAB Challenge, which encourages participants to establish approaches to fully automatic detection and multimodal identification of products presented in real-world e-commerce livestreaming.

The challenge attracted registrations of 587 teams from Asia, Europe, and North America. After preliminaries, the top 20 teams enroll in the semi-finals. After semi-finals, the top 10 teams enroll in the finals. Then based on end2end reproduced results and technical solution report, the final leaderboard was determined. The best model achieves the averaged F1 score of 0.69, which is 0.22 higher than the baseline model. All of the top-3 teams have a higher score than 0.6. For the call for papers part, the program committee accepted 5 papers, including 2 long papers and 3 short papers.

Skip Table Of Content Section
SESSION: Paper Presentations
research-article
Open Access
Domain Balanced Sampling and Iterative Search for Product Identification

This paper introduces our solution to the 1st Workshop on Multimodal Product Identification in Livestreaming and Watch and Buy Challenge, a real-world task in a live stream scene and is challenging due to factors such as lighting, occlusion, and cross-...

short-paper
Multimodal Product Identification: Submission to Watch and Buy 2021 Challenge

This technical report describes the overview of our approach to the "Watch and Buy: Multimodal Product Identification Challenge". Specifically, we tackle this problem with a three-stage framework, i.e., product detection, retrieval and classification. ...

short-paper
3rd Solution to WAB Challenge: A Two Stage Model Using only Pixel-level Features for Video-Image Retrieval

In this article, we propose an effective product retrieval system pipeline robust to large-scale E-commerce platform product data. Our proposed method consists of three parts: detection, retrieval, and post-processing. We first perform the detection ...

short-paper
Multimodal Region-level Clothing Re-identification in E-commerce Livestreaming

This is a technical report on the 1st Workshop on Multimodal Product Identification in Livestreaming and WAB Challenge. The technical pipeline includes, 1)object detection. 2)Product Reidentification. 3)Multimodal classification under multi-criteria ...

research-article
Watch and Buy: A Practical Solution for Real-time Fashion Product Identification in Live Stream

"Watch and Buy: Multimodal Product Identification(WAB)" challenge is a new task in the field of cross-modal retrieval, which aims to retrieve the relevant products when users watching live streamers selling fashion products. In practice, it is very hard ...

Contributors
  • Zhejiang University
  • Alibaba Group Holding Limited
  • Alibaba Group Holding Limited
  • Alibaba Group Holding Limited
  • Zhejiang University
  • Alibaba Group Holding Limited
  • Alibaba Group Holding Limited
Please enable JavaScript to view thecomments powered by Disqus.

Recommendations