Question 4
Flattens the softmax distribution, reducing gradient magnitude
sharpens the softmax distribution, increasing emphasis on hard negatives
has no effect on the loss landscape
makes image and text embeddings orthogonal
Flattens the softmax distribution, reducing gradient magnitude
sharpens the softmax distribution, increasing emphasis on hard negatives
has no effect on the loss landscape
makes image and text embeddings orthogonal
Correct answer
sharpens the softmax distribution, increasing emphasis on hard negatives
Question 4 of 19 in the IIT Madras BS Deep Learning for Computer Vision (Deep Learning for Computer Vision) End Term paper sat on 21 Dec 2025, in the September 2025 term (Deep Learning For Computer Vision 18 Dec 25). It carries 1 mark.