Neural Architecture Search

Search Tree Pruning for Progressive Neural Architecture Search (Student Abstract) AAAI 2020 SGAS: Sequential Greedy Architecture Search CVPR 2020 SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection AAAI 2020 UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020 Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NeurIPS 2019 DATA: Differentiable ArchiTecture Approximation NeurIPS 2019 Efficient Forward Architecture Search NeurIPS 2019 EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019 Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale Interspeech 2019 IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019 Meta Architecture Search NeurIPS 2019 Network Pruning via Transformable Architecture Search NeurIPS 2019 RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019 Searching for a Robust Neural Architecture in Four GPU Hours CVPR 2019 SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NeurIPS 2019 TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019 Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019 Weight Agnostic Neural Networks NeurIPS 2019 XNAS: Neural Architecture Search with Expert Advice NeurIPS 2019 Neural Architecture Optimization NeurIPS 2018 Convolutional Neural Fabrics NeurIPS 2016