Pranay Reddy Samala

Perturb, Predict & Paraphrase: Semi-Supervised Learning using Noisy Student for Image Captioning

Recent semi-supervised learning (SSL) methods are predominantly focused on multi-class classification tasks. Classification tasks allow for easy mixing of class labels during augmentation which does not trivially extend to structured outputs such as word sequences that appear in tasks like image cap…