conftrace_

neural architecture search

666 papers

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Also known as

NAS

Co-occurring keywords

model compression (3302) architecture optimization (64) efficient computing (781) hyperparameter optimization (406) network architecture (142) convolutional neural network (4226) evolutionary algorithm (264) differentiable architecture search (44) transfer learning (5449) knowledge distillation (3725)

Papers

Bayesian Learning of Neural Network Architectures AISTATS 2019
Meta Architecture Search NIPS 2019
Network Pruning via Transformable Architecture Search NIPS 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
Searching for a Robust Neural Architecture in Four GPU Hours CVPR 2019
Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search CVPR 2019
AutoAugment: Learning Augmentation Strategies From Data CVPR 2019
TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019
Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks NIPS 2019
Towards modular and programmable architecture search NIPS 2019
Deep Active Learning with a Neural Architecture Search NIPS 2019
Discovering Neural Wirings NIPS 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs NIPS 2019
Customizable Architecture Search for Semantic Segmentation CVPR 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search ICML 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search ICML 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks ICML 2019
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation EMNLP 2019
The Evolved Transformer ICML 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search ICML 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation ICCV 2019
Evolving Space-Time Neural Architectures for Videos ICCV 2019