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Reinforcement Learning Tutorial
2020-07-02 · Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.
reinforcement-learning tutorial notebook code

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Anti-Patterns in NLP (8 types of NLP idiots)
A talk which discusses the recurring industrial problems in making NLP solutions.
natural-language-processing transformers deep-learning transfer-learning

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Learning to Cartoonize Using White-box Cartoon Representations
2020-06-15 · An approach for image cartoonization using GANs.
style-transfer generative-adversarial-networks cartoonize cartoongan

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Adversarial Latent Autoencoders
2020-04-24 · Introducing the Adversarial Latent Autoencoder (ALAE), a general architecture that can leverage recent improvements on GAN training procedures.
autoencoders generative-adversarial-networks latent-space disentanglement

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NLP-task-visualizer-app
This application designed with streamlit library will help in visualizing NLP tasks on text entered by you.
data-science machine-learning natural-language-processing article

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NAG - Network for Adversary Generation [Pytorch]
2020-02-04 · Generative approach to model the manifold of perturbations that can cause CNN based classifiers to behave absurdly.
generative-adversarial-networks adversarial-attacks adversarial-learning arxiv:1712.03390

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AI-Art
2020-07-03 · PyTorch implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
neural-style-transfer pix2pix cyclegan pytorch

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Python Implementation of Reinforcement Learning: An Introduction
2020-07-01 · Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.
reinforcement-learning code book tutorial

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Bootstrap Your Own Latent (BYOL) in Pytorch
2020-06-16 · Practical implementation of a new state of the art (surpassing SimCLR) without contrast learning and having to designate negative pairs.
self-supervised-learning byol simclr code

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Advanced Deep Learning for Computer Vision (ADL4CV)
The Visual Computing Group offers a variety of lectures and seminars on a regular basis, covering hot areas in computer graphics, vision, and machine ...
computer-vision course deep-learning tutorial

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