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A Knowledge- Distillation - Integrated Pruning Method for Vision Transformer
Bangguo Xu, Tiankui Zhang,
Yapeng Wang
, Zeren Chen
Faculty of Applied Sciences
Beijing University of Posts and Telecommunications
Ltd
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Engineering
Input Image
100%
Performance Loss
100%
Model Parameter
100%
Image Classification
100%
Receptive Field
100%
Point Operation
100%
Irreversible Loss
100%
Computervision
100%
Floating Point
100%
Computer Science
Knowledge Distillation
100%
Vision Transformer
100%
Convolutional Neural Network
66%
Image Segmentation
33%
Object Detection
33%
Image Classification
33%
Floating-Point Operation
33%
Performance Model
33%
Computer Vision Applications
33%
Self-Attention Mechanism
33%
Receptive Field
33%
Performance Loss
33%
Chemical Engineering
Neural Network
100%