Скачать или смотреть Artificial Intelligence in 2020

This video recaps developments in AI from 2019! Happy New Year!
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Links from Video Below:
The Lottery Ticket Hypothesis: https://arxiv.org/pdf/1803.03635.pdf
Understanding the generalization of 'lottery tickets' in neural networks:   / understanding-the-generalization-of-lotter...  
Deconstructing Lottery Tickets: https://eng.uber.com/deconstructing-l...
What's Hidden in a Randomly Weighted Network? https://arxiv.org/pdf/1911.13299.pdf
Weight Agnostic Neural Networks: https://weightagnostic.github.io/
Exploring Randomly Wired Networks: https://arxiv.org/pdf/1904.01569.pdf
StyleGAN2 Github Repo: https://github.com/NVlabs/stylegan2
ThisPersonDoesNotExist.com
SinGAN: https://arxiv.org/pdf/1905.01164.pdf
GauGAN: https://blogs.nvidia.com/blog/2019/03...
GauGAN Research Paper: https://arxiv.org/pdf/1903.07291.pdf
Realistic Neural Talking Head Models (Tweet): https://twitter.com/alteredq/status/1...
Generative Teaching Networks: https://eng.uber.com/generative-teach...
Yann LeCun Self-Supervised Learning Tweet: https://twitter.com/ylecun/status/112...
Billlion-Scale Semi-Supervised Learning:   / billion-scale-semi-supervised-learning  
Self-Training with Noisy Student: https://arxiv.org/pdf/1911.04252.pdf
Wav2Vec:   / wav2vec-state-of-the-art-speech-recognitio...  
Cloze Task for QA:   / research-in-brief-unsupervised-question-an...  
Revisiting Self-Supervised Visual Representation Learning: http://openaccess.thecvf.com/content_...
Contrastive Predictive Coding: https://arxiv.org/pdf/1905.09272.pdf
Unsupervised Data Augmentation: https://arxiv.org/pdf/1904.12848.pdf
BigBiGAN: https://arxiv.org/pdf/1907.02544.pdf
OpenAI Hide and Seek: https://openai.com/blog/emergent-tool...
AlphaStar: https://deepmind.com/blog/article/Alp...
DeepMind Capture the Flag: https://deepmind.com/blog/article/cap...
OpenAI Dota 2 Report: https://cdn.openai.com/dota-2.pdf
MuZero: https://deepmind.com/research/publica...
EfficientNet: https://arxiv.org/pdf/1905.11946.pdf
EfficientDet: https://arxiv.org/pdf/1911.09070.pdf
MobileNetV3 & MobileNetEdgeTPU: https://ai.googleblog.com/2019/11/int...
From System 1 to System 2 Deep Learning: https://slideslive.com/38921750/from-...
RAPIDS: https://rapids.ai/
The Bitter Lesson: http://incompleteideas.net/IncIdeas/B...
ICML Slideslive: https://slideslive.com/icml
nbdev: https://www.fast.ai/2019/12/02/nbdev/
Weights and Biases: https://www.wandb.com/
HuggingFace: https://huggingface.co/
TF 2.0: https://blog.tensorflow.org/2019/09/t...
PyTorch 1.3: https://pytorch.org/blog/pytorch-1-do...
State of Machine Learning Frameworks: https://thegradient.pub/state-of-ml-f...
Deepfake Detection Challenge: https://www.kaggle.com/c/deepfake-det...
Rob Mulla's Starter Notebook for Deepfake Detection: https://www.kaggle.com/robikscube/kag...
On the Measure of Intelligence: https://arxiv.org/pdf/1911.01547.pdf
AI-GAs: https://arxiv.org/abs/1905.10985

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