Papers by Michael Kampffmeyer
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval (2025.findings-emnlp)
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| Challenge: | Existing models for PRVR use unimodal features, but powerful pretrained vision-language models like CLIP are underexplored. |
| Approach: | ProPy is a model with systematic architectural adaptation of CLIP specifically designed for PRVR. |
| Outcome: | ProPy outperforms existing models on three public datasets in terms of performance on the datasets. |