In this work, we propose a dy- namic prototype unit (DPU) to encode the normal dynamics as prototypes in real time, free from extra memory cost. In addition, we ...

Apr 14, 2021 · In this work, we propose a dynamic prototype unit (DPU) to encode the normal dynamics as prototypes in real time, free from extra memory cost.

In this work, we propose a dy- namic prototype unit (DPU) to encode the normal dynamics as prototypes in real time, free from extra memory cost. In addition, we ...

Official codes of CVPR21 paper: Learning Normal Dynamics in Videos with Meta Prototype Network (https://arxiv.org/abs/2104.06689)

This work proposes a dynamic prototype unit (DPU) to encode the normal dynamics as prototypes in real time, free from extra memory cost, and introduces ...

As we can see, the performance of the scene-adapted models with meta-training (K = 10) is superior than the baseline (K=0) without the adaption process. For ...

In this work, we propose a dynamic prototype unit (DPU) to encode the normal dynamics as prototypes in real time, free from extra memory cost. In addition, we ...

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In this work, we propose a dynamic prototype unit (DPU) to encode the normal dynamics as prototypes in real time, free from extra memory cost. In addition, we ...

This work proposes a self-attention prototype unit (APU) to encode the normal latent space as prototypes in real time, free from extra memory cost, ...