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Neural Architecture Search

20 directly classified papers

Papers per year

Papers

ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection CVPR 2021
DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021
Neural Architecture Search With Random Labels CVPR 2021
PyGlove: Symbolic Programming for Automated Machine Learning NIPS 2020
Binarized Neural Architecture Search AAAI 2020
Efficient Residual Dense Block Search for Image Super-Resolution AAAI 2020
Learning Architectures from an Extended Search Space for Language Modeling ACL 2020
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation CVPR 2020
Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020
CARS: Continuous Evolution for Efficient Neural Architecture Search CVPR 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search CVPR 2020
UNAS: Differentiable Architecture Search Meets Reinforcement Learning CVPR 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020
Practical Block-Wise Neural Network Architecture Generation CVPR 2018