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Revisiting Natural Language Prompts from Large Language Models for Open-Vocabulary Video Recognition

He, Haichen et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Vision-language models (VLMs) like CLIP have shown great success in image tasks, however, applying CLIP to open-vocabulary video recognition poses challenges. Due to the limited text information, directly fine-tuning CLIP on video recognition datasets may lead to overfitting and hinder its generaliz
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