NAS-Bench-201 API and Instruction
- Updated
Oct 31, 2025 - Python
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nas-bench-201
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[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
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Dec 30, 2021 - Python
[AAAI '23] PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor
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Feb 25, 2023 - Python
"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
reinforcement-learning evolutionary-algorithms neural-architecture-search generalization ntk nas-bench-201 darts-space linear-region
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Aug 20, 2023 - Python
[NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen and Lu Yuan
deep-learning pytorch neural-architecture-search nasbench nas-bench-201 nas-bench-101 mobilenet-space
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Sep 23, 2022 - Jupyter Notebook
[ICONIP 2021] "Training-Free Multi-Objective Evolutionary Neural Architecture Search via Neural Tangent Kernel and Number of Linear Regions" by Tu Do, Ngoc Hoang Luong
deep-learning pytorch multi-objective-optimization evolutionary-computation nsga-ii automl neural-architecture-search nas-bench-201 nas-bench-101
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Nov 30, 2021 - Python
[NICS'21] "Improving Transferability of Multi-Objective Evolutionary Neural Architecture Search by Utilizing Multiple Datasets in Network Evaluations" by Tu Do and Ngoc Hoang Luong
deep-learning pytorch multi-objective-optimization evolutionary-computation nsga-ii automl neural-architecture-search nas-bench-201
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Dec 7, 2021 - Python
Efficient Perturbation-Aware Distinguishing Score for Zero-Shot Neural Architecture Search
deep-neural-networks imagenet nds darts neural-architecture-search nas-bench-201 zero-cost-proxies activation-patterns transnas-bench
- Updated
Jul 22, 2025 - Python
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