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Sample-Wise Dynamic Networks - Coggle Diagram
Sample-Wise Dynamic Networks
Dynamic Architecture
Dynamic Depth
Early Exiting
Cascading of DNNs
Intermediate Classifiers
Multi-scale architectures with early exits
Layer Skipping
Halting Score
Gatting function
Dynamic Width
Skipping neurons in fully-connected (FC) layers
Skipping branches in mixture-of-experts (MoE)
Skipping channels in CNNs
Multi-stage architecture along the channel dimension
Dynamic pruning with gating funcitons
Dynamic pruning based on feature activations
Dynamic Routing
Path Selection in multi-branch structures
Neural trees and tree-structured networks
Soft decision tree
Neural trees with deterministic routing policies
Soft decision tree
Neural trees with deterministic routing policies
Tree-structured DNNs
Others
Dynamic Parameters
Parameter Adjustment
Attention on weights
Kernel shape adaptation
Weight Prediction
General Architectures
Task-specific information
Dynamic Features
Channel-wise attention
Spatial-wise attention
Dynamic activation functions