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1. CownowAn/DiffusionNAG CownowAn/DiffusionNAG Public

   Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024)

   Python 37 5

2. CownowAn/DaSS CownowAn/DaSS Public

   Official PyTorch implementation of "Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets" (ICLR 2023 notable top 25%)

   Python 22 2

3. HELP HELP Public

   Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)

   Python 60 7

4. wyjeong/TANS wyjeong/TANS Public

   This is an official PyTorch implementation of Task-Adaptive Neural Network Search with Meta-Contrastive Learning (NeurIPS 2021, Spotlight).

   Python 19 7

5. MetaD2A MetaD2A Public

   Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

   Python 63 11

6. haebeom-lee/l2b haebeom-lee/l2b Public

   Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)

   Python 99 10