Tag: zero-shot learning

The recent discussion around the concept of ‘zero-shot’ generalization in AI models has sparked significant interest and debate within the technology community. The analysis of image-to-text and text-to-image models, such as CLIP and Stable Diffusion, sheds light on the inherent challenges of achieving true generalization without substantial amounts of training data. The research highlights the…