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A. Çelik

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Conference Jul 2026

Spatial Knowledge Distillation in Video Models via Vision-Language Guided Zero-Shot Pretraining

Video action recognition tasks require large-scale labeled data to achieve high performance when pretraining is not used. However, annotating video data is costly and time-consuming. To reduce this dependency on labeled data, transfer learning approaches are commonly employed. Vision–language models, which learn genera...

A. Çelik, Türkay Yildirim · 0 citations

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