Poster "zero-cost proxies" Papers

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L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers

Sofia Casarin, Sergio Escalera, Oswald Lanz

CVPR 2025arXiv:2505.07300
2
citations

NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance

Raphael Husistein, Markus Reiher, Marco Eckhoff

ICLR 2025arXiv:2408.08776
2
citations

Revolutionizing Training-Free NAS: Towards Efficient Automatic Proxy Discovery via Large Language Models

Haidong Kang, Lihong Lin, Hanling Wang

NEURIPS 2025

Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search

Lujun Li, Haosen SUN, Shiwen Li et al.

ECCV 2024
16
citations

AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search

Junghyup Lee, Bumsub Ham

CVPR 2024arXiv:2403.19232
32
citations

Encodings for Prediction-based Neural Architecture Search

Yash Akhauri, Mohamed Abdelfattah

ICML 2024arXiv:2403.02484
7
citations

Surprisingly Strong Performance Prediction with Neural Graph Features

Gabriela Kadlecová, Jovita Lukasik, Martin Pilát et al.

ICML 2024arXiv:2404.16551
10
citations