Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance.

Bo Yuan Yulin Chen Yin Zhang Wei Jiang

Published in: ACL (1) (2024)

Keyphrases

active learning
label noise
image noise
missing data
greater robustness
noise model
noisy data
noise level
random noise
neural network
signal to noise ratio
machine learning
salt pepper
annotation effort
selective sampling
gaussian noise
noise reduction
estimation error
random sampling
weak edges
training data