Ducho 2.0: Towards a More Up-to-Date Unified Framework for the Extraction of Multimodal Features in Recommendation

VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback. In AAAI . AAAI Press, 144–150

Ruining He and Julian J. McAuley. 2016 · 2016

Earlier work this paper cites.

Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. In SIGIR . ACM, 2405–2414

Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, and Tommaso Di Noia. 2021 · 2021

Earlier work this paper cites.

MMFashion: An Open-Source Toolbox for Visual Fashion Analysis. In ACM Multimedia . ACM, 3755–3758

Xin Liu, Jiancheng Li, Jiaqi Wang, and Ziwei Liu. 2021 · 2021

Earlier work this paper cites.

Learning Transferable Visual Models From Natural Language Supervision. In ICML (Proceedings of Machine Learning Research, Vol. 139) . PMLR, 8748–8763

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

Cited alongside, same era.

Mining Latent Structures for Multimedia Recommendation. In ACM Multimedia . ACM, 3872–3880

Jinghao Zhang, Yanqiao Zhu, Qiang Liu, Shu Wu, Shuhui Wang, and Liang Wang. 2021 · 2021

Cited alongside, same era.

Formalizing Multimedia Recommendation through Multimodal Deep Learning

Original

Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Felice Antonio Merra, Tommaso Di Noia, and Eugenio Di Sciascio. 2023a · 2023

Cited alongside, same era.

Ducho: A Unified Framework for the Extraction of Multimodal Features in Recommendation. In ACM Multimedia . ACM, 9668–9671

Daniele Malitesta, Giuseppe Gassi, Claudio Pomo, and Tommaso Di Noia. 2023b

Cited in the paper.

Large Multi-modal Encoders for Recommendation

Original

Zixuan Yi, Zijun Long, Iadh Ounis, Craig Macdonald, and Richard McCreadie. 2023 · 2023

Later among the works it cites.

A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation. In ACM Multimedia . ACM, 935–943

Xin Zhou and Zhiqi Shen. 2023 · 2023

Later among the works it cites.

Bootstrap Latent Representations for Multi-modal Recommendation. In WWW . ACM, 845–854

Original

Xin Zhou, Hongyu Zhou, Yong Liu, Zhiwei Zeng, Chunyan Miao, Pengwei Wang, Yuan You, and Feijun Jiang. 2023 · 2023

Later among the works it cites.