Deep Neural Networks for Object Detection(深层神经网络目标检测).pdf,Deep Neural Networks for Object Detection Christian Szegedy Alexander Toshev Dumitru Erhan Google, Inc. szegedy, toshev, dumitru@ Abstract Deep Neural Networks (DNNs) have recently sho
此外,虽然CNN的pooling损失了图像的许多重要信息但却仍然能表现出良好的性能,然而Hition却对此有如下评价:“The pooling operation used in convolutional neural networks is a big mistake and the fact that it works so well is a disaster.” 为克服CNN忽略相关部分位置信息的缺陷,Hinton从计算机图形学中寻找方案...
深度学习论文Deep neural networks for acoustic modeling in speech recognition_ The shared views of four research groups_20180118194148.pdf,[Geoffrey Hinton, Li Deng, Dong Yu, George E. Dahl, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Van
deep neural network. The larger the network and the more layers it has, the more complex the network becomes and the more resources and more time it needs to train. Deep neural networks work best with GPU-based architectures that take less time to train than classicalCPUs, while recent ...
Deep neural networks are easily fooled: High confidence predictions for unrecognizable images (2015), A. Nguyen et al. [pdf] 镜像地址 pdf abstract&introduction DNN识别图片,已经达到 near-human-level,我们想知道算法与人脑的区别。观察到这些现象: 一副狮子图片,稍加变化,就会被识别成其它东西。这个变化对...
neural networks. Additionally, the mainstream availability of Maxwell solvers makes the training and evaluation of neural networks broadly accessible and tailorable to specific problems. In this Review, we show how deep neural networks, configured as discriminative networks, can learn from training sets ...
Jupyter Notebooks MNIST MNIST_VGG Others Regression Transfer Learning README.md Supplementary Materials SpinalNet.pdf SpinalNet: Deep Neural Network with Gradual Input Paper Link: IEEE:https://ieeexplore.ieee.org/document/9802918 Paper Link: arXiv:https://arxiv.org/abs/2007.03347 ...
使用图神经网络进行知识图谱的深度学习 Deep learning with knowledge graphs using graph neural networks 热度: 图分类 Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations 热度: DeepNeuralNetworksforLearningGraphRepresentations ...
WaveRNN 一般作为Tacotron的Vocoder来合成音频 Efficient Neural Audio Synthesis pdf link Tacotron 第一个端对端的TTS神经网络模型 vocoder 需要改进 link Tacotron 2 https://github.com/NVIDIA/tacotron2 中文语音合成 https://github.com/lturing/tacotronv2_wavernn_chinese SV2TTS Google Transfer Learning from Sp...
2-神经网络与深度学习(Neural Networks and Deep Learning)-最新中文版.pdf,《神经网络与深度学习》 NeuralNetworksandDeepLearning https://nndl.github.io/ 邱锡鹏 xpqiu@ 2020 年3 月7 日序 很高兴为邱锡鹏教授的《神经网络与深度学习》一书写个序. 近年来由于阿尔法