A Survey on Safe Multi-Modal Learning System

T Zhao, L Zhang, Y Ma, L Cheng - arXiv preprint arXiv:2402.05355, 2024 - arxiv.org
With the wide deployment of multimodal learning systems (MMLS) in real-world scenarios,
safety concerns have become increasingly prominent. The absence of systematic research …

Matryoshka Representation Learning for Recommendation

R Lai, L Chen, W Chen, R Chen - arXiv preprint arXiv:2406.07432, 2024 - arxiv.org
Representation learning is essential for deep-neural-network-based recommender systems
to capture user preferences and item features within fixed-dimensional user and item …