Efficient Multi-Fidelity Neural Architecture Search with Zero-Cost Proxy-Guided Local Search

Author:

Phan Quan Minh12ORCID,Luong Ngoc Hoang12ORCID

Affiliation:

1. University of Information Technology (UIT), VNU-HCM, Ho Chi Minh City, Vietnam

2. Vietnam National University Ho Chi Minh City (VNU-HCM), Ho Chi Minh City, Vietnam

Funder

The VNUHCM-University of Information Technology?s Scientific Research Support Fund

Publisher

ACM

Reference39 articles.

1. Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, and Nicholas Donald Lane. 2021. Zero-Cost Proxies for Lightweight NAS. In International Conference on Learning Representations (ICLR). OpenReview.net, Virtual Event, Austria.

2. Search moves in the local optima networks of permutation spaces

3. Bowen Baker, Otkrist Gupta, Ramesh Raskar, and Nikhil Naik. 2018. Accelerating Neural Architecture Search using Performance Prediction. In International Conference on Learning Representations (ICLR). OpenReview.net, Canada.

4. Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, and Giuseppe Averta. 2023. FreeREA: Training-Free Evolution-Based Architecture Search. In Winter Conference on Applications of Computer Vision (WACV).

5. Evolutionary neural cascade search across supernetworks

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