Computer Vision, Artificial Intelligence, Machine Learning, Data Science, Year In Review.
like this can be helpful in reducing reliance on human-annotated data. In the context of computer vision, approaches like contrastive learning (see CLIP) rely heavily on human-provided captions and metadata, restricting the model’s understanding to the quality of captions and the diversity of