Papers by Yiannis Aloimonos
Diving Deep into the Motion Representation of Video-Text Models (2024.findings-acl)
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| Challenge: | Existing video-text models that capture motion in videos are lacking in quality. |
| Approach: | They propose a method to improve motion understanding in video-text models by utilizing motion descriptions to capture motion in action videos. |
| Outcome: | The proposed pipeline improves motion understanding on two action datasets and shows that it is effective on fine-grained motion descriptions. |