others cnn resnet paperreview charcnn nlp rnn seq2seq wordcnn lstm implementation tensorflow attention gru qrnn sru bytenet inception xception slicenet densenet distributed-computing spark rdd alexnet audio style-transfer wavenet autoencoder transformer image-detection r-cnn yolo retinanet focal-loss ssd dssd r-fcn fpn video
2018
- R-FCN[2] R-FCN++: Towards Accurate Region Based Fully Convolutional Networks for Object Detection(2018) - Review » 30 Sep 2018
- R-FCN[1] R-FCN: Object Detection via Region based Fully Convolutional Networks(2016) - Review » 30 Sep 2018
- Light-Head R-CNN[1] Light-Head R-CNN: In Defense of Two Stage Object Detector(2017) - Review » 29 Sep 2018
- SSD[1] SSD: Single Shot MultiBox Detector(2015) - Review » 27 Sep 2018
- Faster R-CNN[1] Faster R CNN: Towards Real Time Object Detection with Region Proposal Networks(2015) - Review » 22 Sep 2018
- Fast R-CNN[1] Fast R CNN(2015) - Review » 22 Sep 2018
- R-CNN[1] Rich feature hierarchies for accurate object detection and semantic segmentation(2014) - Review » 21 Sep 2018
- Transformer[1] Attention Is All You Need(2017) - Review » 12 Aug 2018
- AlexNet[1] ImageNet Classification with Deep Convolutional Neural Networks(2012) - Review » 20 May 2018
- sliceNet[1] Depthwise Separable Convolutions for Neural Machine Translation(2017) - Review » 03 Apr 2018
- Xception[1] Xception: Deep Learning with Depthwise Separable Convolutions(2017) - Review » 25 Mar 2018
- Inception[3] Inception v4, Inception ResNet and the Impact of Residual Connections on Learning(2016) - Review » 16 Mar 2018
- SRU[1] Training RNNs as Fast as CNNs(2017) - Review » 02 Mar 2018
- QRNN[1] Quasi Recurrent Neural Networks(2016) - Review » 02 Mar 2018
- BLSTM-CNN-CRF[1] End-to-End Sequence Labeling via Bi-directional LSTM-CNNs-CRF(2016) - Review » 01 Mar 2018
- GRU[1] Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling(2014) - Review » 27 Feb 2018
- Seq2Seq[1] Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation(2014) - Review » 24 Feb 2018
- Attention[2] Effective Approaches to Attention based Neural Machine Translation(2015) - Review » 22 Feb 2018
- Attention[1] Neural Machine Translation by Jointly Learning to Align and Translate(2014) - Review » 22 Feb 2018
- BLSTM[1] Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation(2016) - Review » 20 Feb 2018
- resNet[4] - Implementation » 20 Feb 2018
- LSTM[1] Long Short Term Memory Recurrent Neural Network Architectures for Large Scale Acoustic Modeling(2014) - Review » 20 Feb 2018
- charCNN[1] Character level Convolutional Networks for Text Classification(2015) - Review » 19 Feb 2018