Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning

Author:

Li Jiaqi1ORCID,Qi Guilin1ORCID,Zhang Chuanyi2ORCID,Chen Yongrui1ORCID,Tan Yiming1ORCID,Xia Chenlong1ORCID,Tian Ye1ORCID

Affiliation:

1. Southeast University, Nanjing, China

2. Hohai University, Nanjing, China

Publisher

ACM

Reference58 articles.

1. John Arevalo , Thamar Solorio , Manuel Montes-y Gómez, and Fabio A González . 2017 . Gated multimodal units for information fusion. In ICLR. John Arevalo, Thamar Solorio, Manuel Montes-y Gómez, and Fabio A González. 2017. Gated multimodal units for information fusion. In ICLR.

2. Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu and Michael Auli. 2022. Data2vec: A general framework for self-supervised learning in speech vision and language. In ICML. Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu and Michael Auli. 2022. Data2vec: A general framework for self-supervised learning in speech vision and language. In ICML.

3. Junwen Bai Shufeng Kong and Carla P Gomes. 2022. Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification. In PMLR. Junwen Bai Shufeng Kong and Carla P Gomes. 2022. Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification. In PMLR.

4. Max Bain Arsha Nagrani Andrew Brown and Andrew Zisserman. 2020. Condensed movies: Story based retrieval with contextual embeddings. In ACCV. Max Bain Arsha Nagrani Andrew Brown and Andrew Zisserman. 2020. Condensed movies: Story based retrieval with contextual embeddings. In ACCV.

5. Tina Behrouzi , Ramin Toosi , and Mohammad Ali Akhaee . 2022. Multimodal movie genre classification using recurrent neural network . Springer MULTIMED TOOLS APPL ( 2022 ). Tina Behrouzi, Ramin Toosi, and Mohammad Ali Akhaee. 2022. Multimodal movie genre classification using recurrent neural network. Springer MULTIMED TOOLS APPL (2022).

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