🏢 Vrije Universiteit Brussel
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
·3358 words·16 mins·
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Multimodal Learning
Vision-Language Models
🏢 Vrije Universiteit Brussel
CLIP’s zero-shot image classification decisions are made interpretable using a novel mutual-knowledge approach based on textual concepts, demonstrating effective and human-friendly analysis across div…