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Deep Learning(CS7015): Lec 12.2 Visualizing filters of a CNN
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lec12mod02
Deep Learning(CS7015): Lec 12.2 Visualizing filters of a CNN
Deep Learning(CS7015): Lec 12.1 Visualizing patches which maximally activate a neuron
Deep Learning(CS7015): Lec 12.5 Guided Backpropagation
Deep Learning(CS7015): Lec 12.9 Deep Art
Deep Learning(CS7015): Lec 12.4 Finding influence of input pixels using backpropagation
Deep Learning(CS7015): Lec 12.10 Fooling Deep Convolutional Neural Networks
Deep Learning(CS7015): Lec 12.6 Optimization over images
Deep Learning(CS7015): Lec 12.7 Create images from embeddings
Deep Learning(CS7015): Lec 11.1 The convolution operation
Deep Learning Part - II (CS7015): Lec 18.2 The concept of a latent variable
Deep Learning(CS7015): Lec 2.5 Perceptron Learning Algorithm
Deep Learning(CS7015): Lec 11.3 Convolutional Neural Networks
Gradient descent with momentum
Deep Learning(CS7015): Lec 5.1 & Lec 5.2 Recap: Learning Parameters: Guess Work, Gradient Descen...
Deep Learning(CS7015): Lec 14.3 How LSTMs avoid the problem of vanishing gradients
Deep Learning Part - II (CS7015): Lec 16.4 Can we use a graph to represent a joint distribution
Deep Learning(CS7015): Lec 5.4 Momentum based Gradient Descent
Deep Learning(CS7015): Lec 2.4 Error and Error Surfaces
Deep Learning(CS7015): Lec 12.3 Occlusion experiments
Deep Learning Part - II (CS7015): Lec 22.2 Generative Adversarial Networks - Architecture
Deep Learning Part - II (CS7015): Lec 22.1 Generative Adversarial Networks - The Intuition
Deep Learning(CS7015): Lec 3.1 Sigmoid Neuron
Deep Learning Part - II (CS7015): Lec 22.3 Generative Adversarial Networks - The Math Behind it
Deep Learning(CS7015): Lec 10.9 Evaluating word representations
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