How to Design Neural Networks Automatically: Network Architecture Search
October 9, 2019Papers referenced in the video:
- Neural Architecture Search with Reinforcement Learning
- Learning Transferable Architectures for Scalable Image Recognition
- Progressive Neural Architecture Search
- Efficient Neural Architecture Search via Parameter Sharing
- Efficient Architecture Search by Network Transformation
- Network Morphism
- Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
- Auto-Keras: An Efficient Neural Architecture Search System
- Convolutional Neural Fabrics
- DARTS: Differentiable Architecture Search
- Neural Architecture Optimization
- SMASH: One-Shot Model Architecture Search through HyperNetworks