Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning

Author:

Zhang He1ORCID,Sun Ying1ORCID,Guo Weiyu1ORCID,Liu Yafei2ORCID,Lu Haonan2ORCID,Lin Xiaodong3ORCID,Xiong Hui1ORCID

Affiliation:

1. Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

2. OPPO Research Institute, Shenzhen, China

3. Rutgers University, New Brunswick, NJ, USA

Funder

the City-University Joint Funding Project of Guangzhou Science and Technology Plan

Foshan HKUST Projects

OPPO Research Fund

Publisher

ACM

Reference42 articles.

1. Qibin Chen , Junyang Lin , Yichang Zhang , Ming Ding , Yukuo Cen , Hongxia Yang , and Jie Tang . 2019. Towards knowledge-based recommender dialog system. arXiv preprint arXiv:1908.05391 ( 2019 ). Qibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang, and Jie Tang. 2019. Towards knowledge-based recommender dialog system. arXiv preprint arXiv:1908.05391 (2019).

2. Ginger Delmas , Rafael Sampaio de Rezende , Gabriela Csurka, and Diane Larlus. 2022 . ARTEMIS : Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity . arXiv preprint arXiv:2203.08101 (2022). Ginger Delmas, Rafael Sampaio de Rezende, Gabriela Csurka, and Diane Larlus. 2022. ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity. arXiv preprint arXiv:2203.08101 (2022).

3. TransVG: End-to-End Visual Grounding with Transformers

4. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

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