A couple of decade ago, artificial intelligence was split between image recognition and language understanding. Vision models could spot objects but couldn’t describe them, and language models generate text but couldn’t “see.” Today, that...
When there are more features than model dimensionsIt could be ideal if the world of neural network represented a one-to-one relationship: each neuron prompts on one and just one feature. In such a world,...
OpenAI has released a framework for training large language models (LLMs) to have the ability to clarify things to users. It features the introduction of the previously introduced ‘game theory’ to elaborate the reasons...
As you may see, vector embeddings are pretty cool.Let’s return to our example and say we embed the content of each book within the library and store these embeddings in a vector database. Now,...
As you may see, vector embeddings are pretty cool.Let’s return to our example and say we embed the content of each book within the library and store these embeddings in a vector database. Now,...
On the 18th (local time), LG AI Research Institute unveiled 'Captioning AI', which describes images, for the primary time on the world's largest computer vision conference 'CVPR (Computer Vision and Pattern Recognition) 2023' in...