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

Towards Learning Convolutions from Scratch NIPS 2020
AutoBSS: An Efficient Algorithm for Block Stacking Style Search NIPS 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding NIPS 2020
MCUNet: Tiny Deep Learning on IoT Devices NIPS 2020
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? NIPS 2020
Evolving Normalization-Activation Layers NIPS 2020
CLEARER: Multi-Scale Neural Architecture Search for Image Restoration NIPS 2020
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification ICCV 2019
MnasNet: Platform-Aware Neural Architecture Search for Mobile CVPR 2019
Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019
Neural Architecture Search: A Survey JMLR 2019
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells CVPR 2019
Combinatorial Bayesian Optimization using the Graph Cartesian Product NIPS 2019
Efficient Forward Architecture Search NIPS 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition IJCNLP 2019
Random Search and Reproducibility for Neural Architecture Search UAI 2019
Weight Agnostic Neural Networks NIPS 2019
XNAS: Neural Architecture Search with Expert Advice NIPS 2019
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NIPS 2019
DetNAS: Backbone Search for Object Detection NIPS 2019
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection NIPS 2019
Fast AutoAugment NIPS 2019
DATA: Differentiable ArchiTecture Approximation NIPS 2019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NIPS 2019