find-knowledge

find-knowledge

  • 분류 전체보기 (141)
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      • - 2D Object Detection (21)
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      • OpenCV(11.28~12.23) (32)
      • Obejct Detection(23.01.02~0.. (10)
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find-knowledge

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image calssification huge cnn model image classification New module knowledge distillation object detector multi task Anchor free object detector transformer multi modal auxiliary head Implicit knowledge re-parameterized label assignment CSPNet obejct detector

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knowledge distillation(1)

  • Paper review: Relational Knowledge Distillation(CVPR 2019)

    MotivationRecent SOTA models require a high cost of computation and memory in inference. One promising direction for mitigating this computational burden is to transfer knowledge. Previous approches can be expressed as a from of training the student to mimic output activations of individual data examples represented by the teacher. So authors introduce relational knowledge distillation(RKD), tha..

    2024.04.04
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