LESS: Lightweight Evolutionary Supernet Search in Minutes
cs.NE, cs.LG
Submitted: 2026-10-01
Updated: 2026-10-01
Code: https://github.com/AviralGandhi/LESS
Sources
- Zero-Cost Proxies for Lightweight NAS
- Once-for-All: Train One Network and Specialize it for Efficient Deployment
- Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
- ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients
- Speedy Performance Estimation for Neural Architecture Search
- How Powerful are Performance Predictors in Neural Architecture Search?
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