Dec 06, 2023

The original DINO showed that a vision transformer pretrained on unlabeled images could learn representations that were sufficient for classifying and segmenting images. In an update of that work, the model learned representations useful in a wider variety of tasks.

The Batch - AI News & Insights: Large language models, or LLMs, have transformed how we process text. Large vision models, or LVMs, are starting to change how we process images as well.

Large language models, or LLMs, have transformed how we process text. Large vision models, or LVMs, are starting to change how we process images as well. But there is an important difference between LLMs and LVMs.

Researchers proposed a way for robots to find objects in households where things get moved around. Andrey Kurenkov and colleagues at Stanford University introduced Node Edge Predictor, a model that learned to predict where objects were located in houses.

In a study, models used to detect people walking on streets and sidewalks performed less well on adults with darker skin and children of all skin tones.

Amazon launched a chatbot for large companies even as internal tests indicated potential problems. Amazon introduced Q, an AI-powered assistant that enables employees to query documents and corporate systems.