Question 16: Which of the following statements about CLIP are TRUE? (…

Select all that apply.

1. A

   CLIP uses a contrastive loss function to align text and image embeddings.

2. B

   CLIP requires image labels for training.

3. C

   CLIP is trained to maximize cosine similarity between embeddings of matchingtext-image pairs.

4. D

   CLIP model is trained with pretext tasks such as rotation prediction andinpainting to learn effective feature representations.

5. E

   To use the CLIP model for image classification, it is imperative to finetune it ondownstream datasets.