动态神经网络(1)
2023-09-05 14:23:42 0 举报AI智能生成
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作者其他创作
大纲/内容
Cascading
Early exiting
Layer skipping
Dynamic prunning
Dynamic Architecture
Convolution kernel
Linear transformation
Activation function
Dynamic parameter
Image input
Sequence input
Dynamic input processing
How to be dynamic
Reinforcement learning
Gumbel-softmax
Improved SemHash
Knowledge distillation
Training
Image Segmention
Object detection
Image synthesis
Video recognition
Action detection and action spotting
Others
CV
Text classfication
Question answering
Large languag model
Sentiment analysis
NLP
Application
Huge storage space
Lighter-weight
Architecture Design
co-design with hardware
Stability
Combining with popular models
Challenges
Dynamic neural network
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