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

Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021
Multi-Path Neural Networks for On-Device Multi-Domain Visual Classification WACV 2021
Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation WACV 2021
Discovering Better Model Architectures for Medical Query Understanding NAACL 2021
AutoSampling: Search for Effective Data Sampling Schedules ICML 2021
EfficientNetV2: Smaller Models and Faster Training ICML 2021
AutoAttend: Automated Attention Representation Search ICML 2021
KNAS: Green Neural Architecture Search ICML 2021
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System IJCAI 2021
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression IJCAI 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021
Automated Machine Learning on Graphs: A Survey IJCAI 2021
Automatic Mixed-Precision Quantization Search of BERT IJCAI 2021
iNAS: Integral NAS for Device-Aware Salient Object Detection ICCV 2021
Differentiable Convolution Search for Point Cloud Processing ICCV 2021
T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging ICCV 2021
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification ICCV 2021
BossNAS: Exploring Hybrid CNN-Transformers With Block-Wisely Self-Supervised Neural Architecture Search ICCV 2021
Pyramid Architecture Search for Real-Time Image Deblurring ICCV 2021
Learn To Match: Automatic Matching Network Design for Visual Tracking ICCV 2021
Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search ICCV 2021
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization ICCV 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization ICCV 2021
Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning ICCV 2021