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Extracting expressive visual features is crucial for accurate Click-Through-Rate (CTR) prediction in visual search advertising systems.
Very Deep Convolutional Networks for Large-Scale Image Recognition. In ICLR
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Learning visual clothing style with heterogeneous dyadic co-occurrences. In ICCV . 4642–4650
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Deep CTR Prediction in Display Advertising. In MM . ACM, 811–820
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Sherlock: Sparse Hierarchical Embeddings for Visually-Aware One-Class Collaborative Filtering. In IJCAI . IJCAI/AAAI Press, 3740–3746
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Visually-Aware Fashion Recommendation and Design with Generative Image Models. In ICDM . 207–216
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DeepStyle: Learning User Preferences for Visual Recommendation. In SIGIR . ACM, 841–844
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Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. In MM . ACM, 916–924
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Cited alongside, same era.
Learning Compositional, Visual and Relational Representations for CTR Prediction in Sponsored Search. In CIKM . ACM, 2851–2859
Xiao Yang, Tao Deng, Weihan Tan, Xutian Tao, Junwei Zhang, Shouke Qin, and Zongyao Ding. 2019 · 2019
Cited alongside, same era.
Enhancing Fashion Recommendation with Visual Compatibility Relationship. In WWW . ACM, 3434–3440
Ruiping Yin, Kan Li, Jie Lu, and Guangquan Zhang. 2019 · 2019
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What You Look Matters? Offline Evaluation of Advertising Creatives for Cold-Start Problem. In CIKM . ACM, 2605–2613
Zhichen Zhao, Lei Li, Bowen Zhang, Meng Wang, Yuning Jiang, Li Xu, Fengkun Wang, and Weiying Ma. 2019 · 2019
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Category-Specific CNN for Visual-Aware CTR Prediction at JD.Com. In SIGKDD . ACM, 2686–2696
Hu Liu, Jing Lu, Hao Yang, Xiwei Zhao, Hao Peng, Zehua Zhang, Wenjie Niu, Xiaokun Zhu, Yongjun Bao, and Weipeng Yan. 2020 · 2020
Later among the works it cites.
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. In ICLR
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, and Neil Houlsby. 2021 · 2021
Later among the works it cites.
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