Meta-learning accelerates detector design optimization
physics.ins-det, cs.LG
Submitted: 2026-09-22
Updated: 2026-09-30
Code: https://github.com/mborisyak/detopt
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Neural Architecture Search with Reinforcement Learning
- Net2Net: Accelerating Learning via Knowledge Transfer
- Population Based Training of Neural Networks
- A study on the plasticity of neural networks
- On First-Order Meta-Learning Algorithms
- Neural Processes
- Freeze-Thaw Bayesian Optimization
- On the Codesign of Scientific Experiments and Industrial Systems
- An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks