Minjae Kim

Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling

As image-based classifiers' application areas diversify, capturing human annotators' subjective responses in the data acquisition process is becoming crucial. In such scenarios, however, eliciting a response from human labelers in a reliable and cost-efficient manner has been a significant challenge. To bridge this ga…