Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Real20M: A Large-scale E-commerce Dataset for Cross-domain Retrieval
Published in ACM MM, 2023
TL;DR: We propose a cross-domain retrieval benchmark and a corresponding large-scale e-commerce dataset Real20M, which possesses features: (1) cross-domain and multimodal, (2) query-driven, and (3) massive and diverse. We also present a query-driven framework for aligning the product and micro-video domains.
Recommended citation: Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng and Lele Cheng, "Real20M: A Large-scale E-commerce Dataset for Cross-domain Retrieval", ACM MM 2023.
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SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback
Published in TOMM, 2024
TL;DR: This paper proposes a modeling method for interaction between local patches of fashion images, which can be well applied to fine-grained composed fashion image retrieval.
Recommended citation: Yanzhe Chen, Jiahuan Zhou and Yuxin Peng, "SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback", TOMM 2024.
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FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval
Published in AAAI, 2024
TL;DR: This paper defines and analyzes the common phenomenon of “visual dominance” in the composed image retrieval task, where retrieval results are dominated by reference images and overlook the modification text. To mitigate this “visual dominance”, we propose a Fashion Enhance-and-Refine Network (FashionERN) that enhances text semantics and filters visual semantics.
Recommended citation: Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Jiahuan Zhou and Lele Cheng, "FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval", AAAI 2024.
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talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.