Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection.

Nicolas Harvey Chapman Feras Dayoub Will Browne Christopher F. Lehnert

Published in: CoRR (2023)

Keyphrases

class distribution
object detection
training data
class imbalance
training set
test set

highly imbalanced
highly skewed
imbalanced data sets
imbalanced datasets
cost sensitive
training examples

computer vision
class labels
multi class
training set size
object recognition

unlabeled data
nearest neighbor
cost sensitive learning
pairwise
decision trees