Vip: A differentially private foundation model for computer vision
Artificial intelligence (AI) has seen a tremendous surge in capabilities thanks to the use of
foundation models trained on internet-scale data. On the flip side, the uncurated nature of …
foundation models trained on internet-scale data. On the flip side, the uncurated nature of …
A Survey on Safe Multi-Modal Learning System
With the wide deployment of multimodal learning systems (MMLS) in real-world scenarios,
safety concerns have become increasingly prominent. The absence of systematic research …
safety concerns have become increasingly prominent. The absence of systematic research …
Identity Inference from CLIP Models using Only Textual Data
The widespread usage of large-scale multimodal models like CLIP has heightened
concerns about the leakage of personally identifiable information (PII). Existing methods for …
concerns about the leakage of personally identifiable information (PII). Existing methods for …
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
The rapid development of large language models (LLMs) has been witnessed in recent
years. Based on the powerful LLMs, multi-modal LLMs (MLLMs) extend the modality from …
years. Based on the powerful LLMs, multi-modal LLMs (MLLMs) extend the modality from …