A Toolbox for MultiModal Recommendation. Integrating 10+ Models...
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Nov 22, 2024 - Python
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multimedia-recommendation
Here are 8 public repositories matching this topic...
[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
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Jun 20, 2024 - Python
[ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"
recommender-systems
graph-neural-networks
self-supervised-learning
diffusion-models
multimedia-recommendation
multi-modal-recommendation
generative-diffusion-model
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Jul 21, 2024 - Python
[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"
deep-learning
pytorch
recommender-systems
personalized-recommendation
graph-structure-learning
multimedia-recommendation
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Apr 24, 2024 - Python
[WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
collaborative-filtering
recommender-system
knowledge-distillation
multimedia-recommendation
prompt-tuning
multi-modal-recommendation
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Updated
Mar 20, 2024 - Python
collaborative-filtering
graph-convolutions
contrastive-learning
multimedia-recommendation
multiple-modalities
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Apr 23, 2024 - Python
Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.
pytorch
recommender-system
reproducibility
multimedia-systems
multimodal-deep-learning
multimodal-retrieval
graph-neural-networks
multimedia-recommendation
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Jul 2, 2024 - Python
Official GitHub repository of the lecture "Multimodal Deep Learning for Recommendation", at the 2024 ACM RecSys Summer School
tensorflow
pytorch
recommender-systems
multimodal-deep-learning
huggingface
sentence-transformers
huggingface-transformers
multimedia-recommendation
recsys2024
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Oct 12, 2024 - Jupyter Notebook
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