Tag: dataset bias

Dataset Bias in Multimodal Generative AI: Representation Across Modalities

Dataset Bias in Multimodal Generative AI: Representation Across Modalities

Explore how dataset bias skews multimodal generative AI, causing underrepresentation and stereotypes across text and images. Learn about detection methods, mitigation strategies like SMOTE and CA-GAN, and the critical research gaps in fairness for Large Multimodal Models.

Read more

Categories

Archives

Tag Cloud

vibe coding large language models prompt engineering AI security AI governance AI coding assistants LLM security prompt injection generative AI responsible AI LLM inference transformer architecture AI code generation data privacy Large Language Models multimodal generative AI rapid prototyping enterprise AI retrieval-augmented generation AI compliance