神经网络(十二) 自动神经网络(AutoML)与网络架构搜索(NAS)
综述:
A Survey on Neural Architecture Search
Neural Architecture Search: A Survey
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
代表论文:
强化学习:Zoph and Quoc V. Le. Neural architecture search with reinforcement learning
计划算法:Aging evolution for image classifier architecture search
代理模型:Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, and Tie-Yan Liu. Neural architecture optimization
One Shot Architecture Examples:
weight sharing:Efficient neural architecture search via parameters sharing
可微分架构搜索:Sirui Xie, Hehui Zheng, Chunxiao Liu, and Liang Lin. SNAS: stochastic neural architecture search
HyperNetwork: SMASH: ONE-SHOT MODEL ARCHITECTURE SEARCH THROUGH HYPERNETWORKS
Видео 神经网络(十二) 自动神经网络(AutoML)与网络架构搜索(NAS) канала 技术喵
A Survey on Neural Architecture Search
Neural Architecture Search: A Survey
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
代表论文:
强化学习:Zoph and Quoc V. Le. Neural architecture search with reinforcement learning
计划算法:Aging evolution for image classifier architecture search
代理模型:Renqian Luo, Fei Tian, Tao Qin, Enhong Chen, and Tie-Yan Liu. Neural architecture optimization
One Shot Architecture Examples:
weight sharing:Efficient neural architecture search via parameters sharing
可微分架构搜索:Sirui Xie, Hehui Zheng, Chunxiao Liu, and Liang Lin. SNAS: stochastic neural architecture search
HyperNetwork: SMASH: ONE-SHOT MODEL ARCHITECTURE SEARCH THROUGH HYPERNETWORKS
Видео 神经网络(十二) 自动神经网络(AutoML)与网络架构搜索(NAS) канала 技术喵
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
因果效应学习基础神经网络(九)CapsNet 和 GLOM -- Hinton眼中计算机视觉的未来人到中年,到底是三十而立还是三十而已?如何让AI 拥真正的智慧 (feat. Rebooting AI)蒙特卡洛树搜索基础(Monte Carlo Tree Search)强化学习之深度Q网络 DQN神经网络(七)生成网络与GAN如何设计scalable的人生(feat.大规模系统设计基础)直观讲解因子分解机Factorization Machine如何减少非理性消费(feat. 缓存设计基础)[硬核系列]噪声对比估计Noise Contrastive Estimation(NCE)神经网络(一) 神经网络基础神经网络(八)计算机视觉中的transformer技术里的生活哲学:如何克服拖延症(feat.随机梯度下降算法)强化学习与习惯的养成 feat. 原子习惯神经网络(五) 嵌入与表示学习(修正版)embedding & representation learning最通俗易懂的CAP定理教程结婚还是分手?这是一个问题 feat. explore exploit dilemma & optimal stopping神经网络(十)集成学习与GrowNet技术里的生活哲学之 极简主义 —找到人生的embedding