ST adapter new model vs VS wireless performance comparison
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Summary: This paper proposes a new Spatio-Temporal Adapter (ST-Adapter) for parameter-efficient fine-tuning on video tasks. With a much smaller trainable parameter, ST-Adapter
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Abstract
(i) For CLIP pre-trained model, ST-Adapter performs on par with Full Fine-tuning (82.0 vs. 81.7 for K400 and 65.6 vs. 66.1 for SSv2) while updating far less parameters (7.2M vs. 121.57M).
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ST-Adapter: Parameter-Efficient Image-to-Video Transfer
we also show the performance impact of using fewer ST-Adapters. As shown in Table 5b, while more ST-Adapters tend to do better, ST-Adapters at deeper layers boost
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