- Paper Review. Bidirectional LSTM-CRF Models for Sequence Tagging@arXiv' 2015
- Paper Review. Fully Convolutional Networks for Semantic Segmentation@CVPR' 2015
- Paper Review. Arbitrary-Oriented Scene Text Detection via Rotation proposals@IEEE Transactions on Multimedia' 2018
- Paper Review. EfficientDet - Scalable and Efficient Object Detection@CVPR' 2020
- Paper Review. Learning to Reweight Examples for Robust Deep Learning@ICML' 2018
Deep Learning 8
- Second Order Talyor Expansion Oct 20, 2019
- Negative Sampling Oct 10, 2019
- GRU Backpropagation Oct 1, 2019
- Glove(Global Vectors for Word Representation) Sep 27, 2019
- Affinity Propagation Algorithm Sep 20, 2019
- CS231 Lecture4 142p Backpropagation Sep 15, 2019
- Softmax & Cross Entropy Aug 29, 2019
- Activation Function Backpropagation Aug 22, 2019