EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring

EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring

15 September 2022

Papers citing "EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring"

11 / 11 papers shown

Title
ZeroLM: Data-Free Transformer Architecture Search for Language Models Zhen-Song Chen Hong-Wei Ding Xian-Jia Wang Witold Pedrycz 48 0 0 24 Mar 2025
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation P. Rumiantsev Mark Coates 43 0 0 27 Feb 2025
GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS Gabriel Cortes Nuno Lourenço Penousal Machado 59 0 0 22 Nov 2024
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Guochu Xiong Weichen Liu 21 2 0 03 Nov 2024
LPZero: Language Model Zero-cost Proxy Search from Zero Peijie Dong Lujun Li Xiang Liu Zhenheng Tang Xuebo Liu Qiang Wang Xiaowen Chu 25 2 0 07 Oct 2024
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models Peijie Dong Lujun Li Zhenheng Tang Xiang Liu Xinglin Pan Qiang-qiang Wang Xiaowen Chu 40 22 0 05 Jun 2024
Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach Beichen Zhang Xiaoxing Wang Xiaohan Qin Junchi Yan 17 4 0 18 Mar 2024
ParZC: Parametric Zero-Cost Proxies for Efficient NAS Peijie Dong Lujun Li Xinglin Pan Zimian Wei Xiang Liu Qiang-qiang Wang Xiaowen Chu 31 3 0 03 Feb 2024
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery Zimian Wei Lujun Li Peijie Dong Zheng Hui Anggeng Li Menglong Lu H. Pan Zhiliang Tian Dongsheng Li ViT 30 16 0 14 Dec 2023
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah 13 4 0 04 Jun 2023
Automated Dominative Subspace Mining for Efficient Neural Architecture Search Yaofo Chen Yong Guo Daihai Liao Fanbing Lv Hengjie Song James Tin-Yau Kwok Mingkui Tan 16 4 0 31 Oct 2022