Neural Architecture Search

Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search CVPR 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021 Unchain the Search Space with Hierarchical Differentiable Architecture Search AAAI 2021 AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020 AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020 AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020 Binarized Neural Architecture Search AAAI 2020 Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020 CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020 Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NeurIPS 2020 Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning ACML 2020 Design Space for Graph Neural Networks NeurIPS 2020 DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020 FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020 GAN Compression: Efficient Architectures for Interactive Conditional GANs CVPR 2020 InstaNAS: Instance-Aware Neural Architecture Search AAAI 2020 Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020 MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020 Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020 Neural Graph Embedding for Neural Architecture Search AAAI 2020 Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020 Posterior-Guided Neural Architecture Search AAAI 2020 Rethinking Differentiable Search for Mixed-Precision Neural Networks CVPR 2020 Rethinking Performance Estimation in Neural Architecture Search CVPR 2020 Revisiting Parameter Sharing for Automatic Neural Channel Number Search NeurIPS 2020