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@@ -108,10 +108,10 @@ print(f"Text embedding shape: {text_emb.shape}") # torch.Size([3, 4096])
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  If you use this model, please cite:
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  ```bibtex
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- @misc{tara2024,
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- title={TARA: Time-Aware Retrieval Adaptation},
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- author={Your Name},
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- year={2024}
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  }
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  ```
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  If you use this model, please cite:
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  ```bibtex
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+ @misc{tara2025,
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+ title={TARA: Simple and Efficient Time Aware Retrieval Adaptation of MLLMs for Video Understanding},
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+ author={Piyush Bagad and Andrew Zisserman},
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+ year={2025}
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  }
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  ```
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