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

AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021
Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021
Neural Architecture Search as Sparse Supernet AAAI 2021
DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Inception Convolution With Efficient Dilation Search CVPR 2021
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection CVPR 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Scale-Aware Automatic Augmentation for Object Detection CVPR 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021
What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021
AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021
TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021
Contrastive Neural Architecture Search With Neural Architecture Comparators CVPR 2021
Neural Architecture Search With Random Labels CVPR 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021
Dataset Condensation with Differentiable Siamese Augmentation ICML 2021
Few-Shot Neural Architecture Search ICML 2021