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Product discovery is a crucial component for online shopping.
Fantastic embeddings and how to align them: Zero-shot inference in a multi-shop scenario
Federico Bianchi, J. Tagliabue, Bingqing Yu, Luca Bigon, and Ciro Greco. 2020 · 2007
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Whittlesearch: Image Search with Relative Attribute Feedback
Adriana Kovashka, Devi Parikh, and Kristen Grauman. 2012 · 2012
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Linguistic regularities in continuous space word representations
Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. 2013 · 2013
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Just noticeable differences in visual attributes
A. Yu and K. Grauman. 2015 · 2015
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The exploration-exploitation trade-off in interactive recommender systems
Andrea Barraza-Urbina. 2017 · 2017
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Exprgan: Facial expression editing with controllable expression intensity
Hui Ding, Kumar Sricharan, and Rama Chellappa. 2018 · 2018
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A multimodal recommender system for large-scale assortment generation in e-commerce
Murium Iqbal, Adair Kovac, and Kamelia Aryafar. 2018 · 2018
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On the importance of news content representation in hybrid neural session-based recommender systems
Gabriel de Souza Pereira Moreira, D. Jannach, and Adilson Marques da Cunha. 2019 · 2019
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Sampling-Bias-Corrected Neural Modeling for Large Corpus Item Recommendations
Xinyang Yi, Ji Yang, Lichan Hong, Derek Zhiyuan Cheng, Lukasz Heldt, Aditee Ajit Kumthekar, Zhe Zhao, Li Wei, and Ed Chi, editors. 2019 · 2019
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Try This Instead: Personalized and Interpretable Substitute Recommendation , page 891–900. Association for Computing Machinery, New York, NY, USA
Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, and Meng Wang. 2020 · 2020
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P-companion: A principled framework for diversified complementary product recommendation
Junheng Hao, Tong Zhao, Jin Li, Xin Luna Dong, Christos Faloutsos, Yizhou Sun, and Wei Wang. 2020 · 2020
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On the "steerability" of generative adversarial networks
Ali Jahanian, Lucy Chai, and Phillip Isola. 2020 · 2020
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Behavior-Based Popularity Ranking on Amazon Video , page 564–565. Association for Computing Machinery, New York, NY, USA
Lakshmi Ramachandran. 2020 · 2020
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Interpreting the latent space of gans for semantic face editing
Yujun Shen, Jinjin Gu, Xiaoou Tang, and Bolei Zhou. 2020 · 2020
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The Embeddings That Came in From the Cold: Improving Vectors for New and Rare Products with Content-Based Inference , page 577–578. Association for Computing Machinery, New York, NY, USA
Jacopo Tagliabue, Bingqing Yu, and Federico Bianchi. 2020 · 2020
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Challenges and research opportunities in ecommerce search and recommendations
Manos Tsagkias, Tracy Holloway King, Surya Kallumadi, Vanessa Murdock, and Maarten de Rijke. 2020 · 2020
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Personalized entity resolution with dynamic heterogeneous KnowledgeGraph representations
Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, and Premkumar Natarajan. 2021 · 2021
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Canada’s latest tech public debut swings amid soft ipos
Stefanie Marotta. 2021 · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever. 2021 · 2021
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Sigir 2021 e-commerce workshop data challenge
Jacopo Tagliabue, Ciro Greco, Jean-Francis Roy, Federico Bianchi, Giovanni Cassani, Bingqing Yu, and Patrick John Chia. 2021 · 2021
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Search api startup algolia raises $150 million at $2.25 billion valuation
Techcrunch. 2021 · 2021
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Product Knowledge Graph Embedding for E-Commerce , page 672–680. Association for Computing Machinery, New York, NY, USA
Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, and Kannan Achan. 2020 · 2020
Cited alongside, same era.
Language in a (search) box: Grounding language learning in real-world human-machine interaction
Federico Bianchi, Ciro Greco, and Jacopo Tagliabue. 2021a · 2021
Cited alongside, same era.
Query2Prod2Vec: Grounded word embeddings for eCommerce
Federico Bianchi, Jacopo Tagliabue, and Bingqing Yu. 2021b · 2021
Cited alongside, same era.
Generate natural language explanations for recommendation
Hanxiong Chen, Xu Chen, Shaoyun Shi, and Yongfeng Zhang. 2021 · 2021
Cited alongside, same era.
Are you sure?: Preliminary insights from scaling product comparisons to multiple shops
Patrick John Chia, Bingqin Yu, and Jacopo Tagliabue. 2021 · 2021
Cited alongside, same era.
A survey on conversational recommender systems
Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, and Li Chen. 2021 · 2021
Cited alongside, same era.
BERT goes shopping: Comparing distributional models for product representations
Federico Bianchi, Bingqing Yu, and Jacopo Tagliabue. 2021c
Cited in the paper.
Stylespace analysis: Disentangled controls for stylegan image generation
Zongze Wu, Dani Lischinski, and Eli Shechtman. 2021 · 2021
Later among the works it cites.
Style by Alexa
Amazon. 2022 · 2022
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With $175 million in funding, bloomreach is authoring the next chapter of e-commerce
Bloomreach. 2022 · 2022
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Fashionclip: Connecting language and images for product representations
Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Goncalves, Ciro Greco, and Jacopo Tagliabue. 2022 · 2022
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Styleclip: Text-driven manipulation of stylegan imagery
Or Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-Or, and Dani Lischinski. 2021 · 2094
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