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neural architecture search

772 papers

NAS

Papers

HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark ICLR 2021 iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients ICML 2021 iNAS: Integral NAS for Device-Aware Salient Object Detection ICCV 2021 Inception Convolution With Efficient Dilation Search CVPR 2021 Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels ICLR 2021 Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021 KNAS: Green Neural Architecture Search ICML 2021 K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets ICML 2021 Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search CVPR 2021 Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ICCV 2021 Learning Specialized Activation Functions With the Piecewise Linear Unit ICCV 2021 Learn To Match: Automatic Matching Network Design for Visual Tracking ICCV 2021 Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021 LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021 Locally Free Weight Sharing for Network Width Search ICLR 2021 Memory-efficient Patch-based Inference for Tiny Deep Learning NeurIPS 2021 Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning ICCV 2021 MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021 MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021 MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records AAAI 2021 Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification WACV 2021 NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition ICLR 2021 NAS-Bench-x11 and the Power of Learning Curves NeurIPS 2021 NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021 NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021