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Dynamic Routing Between Capsules
How to double dip into your holdout set
MMdnn - Microsoft framework for converting models from framework to framework
Variational Dropout Sparsifies Deep Neural Networks Code
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Going Deeper with Convolutions
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Rethinking the Inception Architecture for Computer Vision
Great Blog Post about GANS by Nvidia
Super Awesome list of GAN papers and their code
A tutorial on Energy based Learning
Generative Visual Manipulation on the Natural Image Manifold
Connecting Generative Adversarial Networks and Actor-Critic Methods
Learning from Simulated and Unsupervised Images through Adversarial Training
Adversarial Feature Matching for Text Generation Code
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial NetworksPyTorch Code
Evolution Strategies as a Scalable Alternative to Reinforcement Learning
CleverHans, benchmarking tool for ML model robustness against adversarial attacks
Deep Learning With Differential Privacy
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data
Membership Inference Attacks Against Machine Learning Models
The reusable holdout: Preserving validity in adaptive data analysis
Scalable Private Learning with PATE
[Eye In-Painting with Exemplar Generative Adversarial Networks] [Paper][Introduction][Tensorflow code](CVPR2018)
[Eye In-Painting with Exemplar Generative Adversarial Networks] [Paper][Introduction][Tensorflow code](CVPR2018)
[Generative Image Inpainting with Contextual Attention] [Paper][Project][Demo][YouTube][Code](CVPR2018)
UNSUPERVISED NEURAL MACHINE TRANSLATION Code SUBWORD LANGUAGE MODELING WITH NEURAL NETWORKS