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Neural Architecture Search

29 directly classified papers

Papers per year

Papers

L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers CVPR 2025
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID CVPR 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023
Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023
BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search ACL 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021
Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021
NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021
Dynamically Grown Generative Adversarial Networks AAAI 2021
Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy CVPR 2020
Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020
BFBox: Searching Face-Appropriate Backbone and Feature Pyramid Network for Face Detector CVPR 2020
Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020
NAS-FCOS: Fast Neural Architecture Search for Object Detection CVPR 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection CVPR 2020
Semi-Supervised Neural Architecture Search NIPS 2020
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019