research
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03/21/2022
EAutoDet: Efficient Architecture Search for Object Detection
Training CNN for detection is time-consuming due to the large dataset an...
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10/10/2021
ZARTS: On Zero-order Optimization for Neural Architecture Search
Differentiable architecture search (DARTS) has been a popular one-shot p...
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09/30/2021
DAAS: Differentiable Architecture and Augmentation Policy Search
Neural architecture search (NAS) has been an active direction of automat...
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11/23/2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradients Accumulation
Single-path based differentiable neural architecture search has great st...
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09/02/2020
