Jaeyeal Nam

ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder

Vision transformers (ViTs), which have demonstrated a state-of-the-art performance in image classification, can also visualize global interpretations through attention-based contributions. However, the complexity of the model makes it difficult to interpret the decision-making process, and the ambig…