VEDJE: Efficient Video-Text Retrieval via Feature Compression

VEDJE improves video-text retrieval by compressing sampled frame features into a reusable 12 KiB cache while using feature-change prediction as an auxiliary signal. It achieves 59.8 text-to-video R@1 on MSR-VTT using a fine-tuned VideoCLIP-XL backbone.