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Neural Architecture Search

51 papers

Papers per year

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Papers

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation ACL 2026
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment ACL 2026
L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers CVPR 2025
ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024
Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID CVPR 2023
BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022
Rethinking Neural Operations for Diverse Tasks NIPS 2021
NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021
Dynamically Grown Generative Adversarial Networks AAAI 2021
Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search ACL 2021
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation CVPR 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection CVPR 2021
DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021
Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021
Neural Architecture Search With Random Labels CVPR 2021
Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021