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Neural Architecture Search

116 directly classified papers

Papers per year

Papers

GAN Compression: Efficient Architectures for Interactive Conditional GANs CVPR 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020
AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020
Design Space for Graph Neural Networks NIPS 2020
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NIPS 2020
Posterior-Guided Neural Architecture Search AAAI 2020
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020
Neural Graph Embedding for Neural Architecture Search AAAI 2020
InstaNAS: Instance-Aware Neural Architecture Search AAAI 2020
CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020
SGAS: Sequential Greedy Architecture Search CVPR 2020
AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020
MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020
Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020
Search Tree Pruning for Progressive Neural Architecture Search (Student Abstract) AAAI 2020
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection AAAI 2020
Binarized Neural Architecture Search AAAI 2020
Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020
Rethinking Differentiable Search for Mixed-Precision Neural Networks CVPR 2020
Revisiting Parameter Sharing for Automatic Neural Channel Number Search NIPS 2020
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019