Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning.

Shibani Santurkar Yann Dubois Rohan Taori Percy Liang Tatsunori Hashimoto

Published in: CoRR (2022)

Keyphrases

image data
image analysis
image database
reinforcement learning
learning process
multiple images
image registration
ground truth
learning algorithm
supervised learning
input image
image features
image retrieval
image collections
bounding box
elementary school
image processing
image matching
segmentation algorithm
online learning
image classification
object recognition
three dimensional
feature points
spatial information
edge detection
image set
face recognition
image segmentation
perceptual information