Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce

Author:

Jin Yang1,Li Yongzhi2,Yuan Zehuan2,Mu Yadong1

Affiliation:

1. Peking University

2. ByteDance Inc.

Funder

National Key R&D Program of China

Beijing Natural Science Foundation

Publisher

IEEE

Reference38 articles.

1. Grounded language-image pre-training;harold li;Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),0

2. Productlm: Towards weakly supervised instance-level product retrieval via cross-modal pretraining;zhan;Proceedings of the IEEE/CVF International Conference on Computer Vision,0

3. Align before fuse: Vision and language representation learning with momentum distillation;li;Advances in neural information processing systems,2021

4. Multi-grained vision language pre-training: Aligning texts with visual concepts;zeng;ArXiv Preprint,2021

5. Object-centric learning with slot attention;locatello;Advances in neural information processing systems,2020

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Advanced Embedding Techniques in Multimodal Retrieval Augmented Generation A Comprehensive Study on Cross Modal AI Applications;Journal of Computing and Electronic Information Management;2024-07-29

2. Scaling Object-centric Robotic Manipulation with Multimodal Object Identification;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

3. SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-03-08

4. Unsupervised Multi-Modal Representation Learning for High Quality Retrieval of Similar Products at E-commerce Scale;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3