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

Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020
DropNAS: Grouped Operation Dropout for Differentiable Architecture Search IJCAI 2020
PyGlove: Symbolic Programming for Automated Machine Learning NIPS 2020
Adapting Neural Architectures Between Domains NIPS 2020
Design Space for Graph Neural Networks NIPS 2020
Graph Neural Architecture Search IJCAI 2020
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization CVPR 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020
ASAP: Architecture Search, Anneal and Prune AISTATS 2020
Retiarii: A Deep Learning Exploratory-Training Framework OSDI 2020
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NIPS 2020
Neural Architecture Generator Optimization NIPS 2020
CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs IJCAI 2020
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection CVPR 2020
NADS: Neural Architecture Distribution Search for Uncertainty Awareness ICML 2020
Improving Auto-Augment via Augmentation-Wise Weight Sharing NIPS 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020
Learning to Rank Learning Curves ICML 2020
Learning Architectures from an Extended Search Space for Language Modeling ACL 2020
Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search ICML 2020
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation CVPR 2020
Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020
A Semi-Supervised Assessor of Neural Architectures CVPR 2020
Auto Learning Attention NIPS 2020