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

Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly JMLR 2020
Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising CVPR 2020
InstaNAS: Instance-Aware Neural Architecture Search AAAI 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020
Architecture Search of Dynamic Cells for Semantic Video Segmentation WACV 2020
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning ACML 2020
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020
AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020
Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020
Semi-Supervised Neural Architecture Search NIPS 2020
GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020
Efficient Residual Dense Block Search for Image Super-Resolution AAAI 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020
M-NAS: Meta Neural Architecture Search AAAI 2020
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation CVPR 2020
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation INTERSPEECH 2020
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization CVPR 2020
Binarized 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
Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020
Posterior-Guided Neural Architecture Search AAAI 2020
Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection AAAI 2020
Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020