
ST-adapter | Proceedings of the 36th International Conference on
Extensive experiments on video action recognition tasks show that our ST-Adapter can match or even outperform the

Extensive experiments on video action recognition tasks show that our ST-Adapter can match or even outperform the

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This is the official repo of the paper ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning.

To solve this problem, we propose a new Spatio-Temporal Adapter (ST-Adapter) for parameter-efficient fine-tuning per video task.

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We release the data list we used for Kinetics-400 (k400, train list link, val list link) and Something-something-v2 (ssv2, train list link,

T-Adapter consistently brings a big margin on egocentric videos. Also, we found that without our ST-Adapter, it is much more dificult

l shape. Temporal Adapter (ST-Adapter) for enabling a less studied Kernel size is denoted as kT kH parameter-efficient image-to

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To solve this problem, we propose a new Spatio-Temporal Adapter (ST-Adapter) for parameter-efficient fine-tuning

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In this work, we investigate such a novel cross-modality transfer learning setting, namely parameter-efficient image-to-video transfer

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a simple yet effective Spatio- Table 7: Effects of kernel shape. Temporal Adapter (ST-Adapter) for enabling a less studied Kernel size

a scale. Crucially, we further propose an efficient yet effective Space-Time Adapter (ST-Adapter), capable of extracting and

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