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

Neural Architecture Search of SPD Manifold Networks IJCAI 2021
Accelerating Neural Architecture Search via Proxy Data IJCAI 2021
DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving ICCV 2021
Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation NIPS 2020
Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks NIPS 2020
Ultrafast Photorealistic Style Transfer via Neural Architecture Search AAAI 2020
Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020
CryptoNAS: Private Inference on a ReLU Budget NIPS 2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020
Learning to Mutate with Hypergradient Guided Population NIPS 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection CVPR 2020
FENAS: Flexible and Expressive Neural Architecture Search EMNLP 2020
Best Practices for Scientific Research on Neural Architecture Search JMLR 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020
Neural Architecture Search on Acoustic Scene Classification INTERSPEECH 2020
Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification INTERSPEECH 2020
AutoSpeech: Neural Architecture Search for Speaker Recognition INTERSPEECH 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch ICML 2020
Neural Architecture Search in A Proxy Validation Loss Landscape ICML 2020
A Quantile-based Approach for Hyperparameter Transfer Learning ICML 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020