Neural Architecture Search

A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022 AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022 BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022 BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022 EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022 HyperSegNAS: Bridging One-Shot Neural Architecture Search With 3D Medical Image Segmentation Using HyperNet CVPR 2022 Learning Features with Parameter-Free Layers ICLR 2022 Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022 AutoRC: Improving BERT Based Relation Classification Models via Architecture Search ACL 2021 BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021 CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment ICLR 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 DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021 Dynamically Grown Generative Adversarial Networks AAAI 2021 Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021 Locally Free Weight Sharing for Network Width Search ICLR 2021 MobileDets: Searching for Object Detection Architectures for Mobile Accelerators CVPR 2021 NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition ICLR 2021 NASGEM: Neural Architecture Search via Graph Embedding Method AAAI 2021 Neural Architecture Search With Random Labels CVPR 2021 OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection CVPR 2021 Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021 Rethinking Neural Operations for Diverse Tasks NeurIPS 2021 Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator CVPR 2021