ProxylessNAS directly learns neural network architectures on the target task and target hardware without any proxy task. Additional contributions include:
Paper | Code | Results | Date | Stars |
---|
Task | Papers | Share |
---|---|---|
Image Classification | 4 | 28.57% |
Federated Learning | 2 | 14.29% |
Reinforcement Learning (RL) | 2 | 14.29% |
Object Detection | 1 | 7.14% |
Time Series Analysis | 1 | 7.14% |
Meta-Learning | 1 | 7.14% |
Automatic Speech Recognition (ASR) | 1 | 7.14% |
Graph Sampling | 1 | 7.14% |
Speech Recognition | 1 | 7.14% |
Component | Type |
|
---|---|---|
Adam
|
Stochastic Optimization | |
Cutout
|
Image Data Augmentation | |
DropPath
|
Regularization | |
REINFORCE
|
Policy Gradient Methods |