-
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
-
Efficient Architecture Search for Diverse Tasks
-
Rethinking Architecture Selection in Differentiable NAS
-
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search
- Date: 23 Feb 2021
- Authors: Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik-Manor
- Citations: 29
- GitHub: HardCoReNAS
- Stars: 32
- Framework: PyTorch
- Dataset: ImageNet
- Paper: Link
-
Neural Architecture Search of SPD Manifold Networks
-
MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers
-
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
- Date: 14 Sep 2020
- Authors: Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo
- Citations: 31
- GitHub: RelativeNAS
- Stars: 46
- Framework: PyTorch
- Datasets: CIFAR-10, ImageNet, MS COCO, CIFAR-100, Cityscapes, ssd
- Paper: Link
-
Understanding the wiring evolution in differentiable neural architecture search
- Date: 2 Sep 2020
- Authors: Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin
- Citations: 5
- GitHub: SNAS-Series
- Stars: 141
- Framework: PyTorch
- Paper: Link
-
DSNAS: Direct Neural Architecture Search without Parameter Retraining
- Conference: CVPR 2020
- Authors: Shoukang Hu, Sirui Xie, Hehui Zheng, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin
- Citations: 124
- GitHub: SNAS-Series
- Stars: 141
- Framework: PyTorch
- Datasets: NAS-Bench-201
- Paper: Link
-
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
-
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
- Date: 5 Apr 2019
- Authors: Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
- Citations: 285
- GitHub: single-path-nas
- Stars: 396
- Framework: TensorFlow (PyTorch available at uninas)
- Dataset: ImageNet
- Paper: Link
-
DARTS: Differentiable Architecture Search
Last active
January 18, 2024 12:04
-
-
Save yspkm/72d11e2fb589a23ecb8e3b806f8a54cb to your computer and use it in GitHub Desktop.
논문 리스트
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment