(CNN + RNN) Deep Visual-Semantic Alignments for Generating Image Descriptions.pdf
A Few Useful Things to know about Machine Learning.pdf
ADAM - A method for Stochastic Optimization.pdf
Adversarial Examples for Semantic Segmentation and Object Detection.pdf
Atrous Convolutions - MultiScale Context Aggregation.pdf
Born Again Neural Networks.pdf
CNN - Yann LeCun, Bengio.pdf
Deconvolutional networks - Zeiler.pdf
Deep Learning for Case-based Reasoning through Prototypes - A Neural Network that Explains its Prediction.pdf
Deep Learning using Linear Support Vector Machines.pdf
Deep Neural Networks as Gaussian Processes.pdf
Delving Deep into Rectifiers - Surpassing Human Level Performance on ImageNet Classification.pdf
Dense and Diverse Capsule Networks.pdf
Distilling the Knowledge in Neural Networks.pdf
Dropout - Hinton and Team.pdf
Efficient Backprop - Yann LeCun.pdf
Eve - Improving Stochastic Gradient Descent with Feedback.pdf
Generalizing Pooling functions in CNNs.pdf
Learning without Forgetting.pdf
Maxout Networks - Goodfellow, Bengio.pdf
Nesterov Momentum - Sutskever.pdf
No More Pesky Learning Rates - Yann LeCun.pdf
One-Shot Imitation Learning.pdf
One-shot Learning with Memory-Augmented Neural Networks.pdf
Overview of Gradient Descent Optimization Algorithms.pdf
SWISH - A self gated activation function.pdf
Siamese Neural Networks for One-shot Image Recognition.pdf
Understanding CNNs with a Mathematical Model - Kuo.pdf
Understanding the Effective Receptive Field in Deep CNNs.pdf
Visualizing and Understanding CNNs - Rob Fergus.pdf
Why Does Unsupervised Pre-training Help Deep Learning.pdf
Why Regularized Auto-Encoders Learn Sparse Representation.pdf
Xavier Glorot - Deep Sparse Rectifier Neural Networks.pdf
Xavier initialization - Glorot, Bengio.pdf
Zero-Shot Learning - Part I.pdf
Zero-Shot Learning - Part II (Explanation).pdf
[CapsuleNet] Dynamic Routing Between Capsules - G.E. Hinton.pdf
[FAIR] Accurate, Large Minibatch SGD - Training ImageNet in 1 hr.pdf
[Google QuickDraw] A Neural Representation of Sketch Drawings.pdf
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