-
Backprop by Hand and CNNs on MNISTHand-computing one step of backpropagation, then iterating on CNN architectures in MATLAB until giving up and switching to Keras.
5 min -
Fractals for Image Classification Feature ExtractionExploring how fractal geometry, specifically Hilbert curves, can provide a novel approach to feature extraction in image classification.
11 min -
BiLSTM-CNN-CRF for Sequence Labeling: A TutorialA PyTorch tutorial for the ACL 2016 paper on End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF, presented at ICML 2018.
13 min -
Deep Learning Methods for Quotable TextExploring what makes a sentence memorable using deep learning, achieving significant improvements over traditional linguistic feature approaches.
9 min
Back