文件名称：workshop_of_NAS_ICLR2020.rar
文件大小：52.29MB
文件格式：RAR
更新时间：2023-06-09 04:08:57
深度学习 ICLR2020 NAS
ICLR 2020 线上会议已经圆满结束。此次会议关于NAS的研究主题包括对benchmark的探讨、对于流行的NAS方法的理解和分析，以及如何提高NAS方法的精度和效率等。值得一提的是，此届会议举办了ICLR历史上的第一个神经网络架构搜索（NAS）的Workshop（https://sites.google.com/view/nas2020/home），充分体现出NAS正成为越来越热门的神经网络研究方向。
【文件预览】：
workshop_of_NAS_ICLR2020
----AOWS adaptive and optimal network width search with latency constraints.pdf(374KB)
----ReLU Code Space A Basis for Rating Network Quality Besides Accuracy.pdf(10.42MB)
----FG-SAS Fine-Grained Stochastic Architecture Search.pdf(768KB)
----DMS Differentiable Dimension Search for Binary Neural Networks.pdf(346KB)
----Towards Modular Neural Architecture Search.pdf(219KB)
----schuBERT Optimizing Elements of BERT.pdf(250KB)
----PruneNet Channel Pruning via Global Importance.pdf(368KB)
----Differential Evolution for Neural Architecture Search .pdf(41.26MB)
----A Closer Look at Reinforcement Learning for Neural Network Architecture Search.pdf(461KB)
----Towards an Understanding of Stochastic Differentiable Neural Architecture Search.pdf(477KB)
----DARC Differentiable ARchitecture Compression.pdf(665KB)
----Transfer Neural Architecture Search.pdf(249KB)
----Variational Depth Search in ResNets.pdf(1.82MB)
----A Constructive Prediction of the Generalization Error Across Scales.pdf(543KB)
----Reinforcement Learning with Chromatic Networks for Compact Architecture Search.pdf(3.92MB)