Leveraging CLIP's Multimodal Capabilities for Robust Video Highlight Detection

By finetuning the pre-trained CLIP model, we achieve state-of-the-art performance on the video highlight detection task, demonstrating the power of leveraging large-scale multimodal knowledge for specialized video understanding.