AI Weekly Update #9 October 20th, 2019
3:24 OpenAI Robotic Hand Rubik’s Cube Solver
https://openai.com/blog/solving-rubiks-cube/
11:10 GoogleAI Massively Multilingual, Massive Neural Machine Translation
https://ai.googleblog.com/2019/10/exploring-massively-multilingual.html
12:45 GoogleAI Video Architecture Search
https://ai.googleblog.com/2019/10/video-architecture-search.html
15:00 Facebook Semi-Weakly Supervised Learning
https://ai.facebook.com/blog/billion-scale-semi-supervised-learning/
16:45 Tensorflow Lite on Arduino
https://medium.com/tensorflow/how-to-get-started-with-machine-learning-on-arduino-7daf95b4157
17:20 HuggingFace Benchmarking Transformers on PyTorch and Tensorflow
https://medium.com/huggingface/benchmarking-transformers-pytorch-and-tensorflow-e2917fb891c2
18:10 Facebook mvfst-rl
https://ai.facebook.com/blog/open-sourcing-mvfst-rl-a-research-platform-for-managing-network-congestion-with-reinforcement-learning/
18:50 Facebook Computer Vision for Global Challenges
https://ai.facebook.com/blog/announcing-the-winners-of-the-computer-vision-for-global-challenges-research-awards/
19:23 Facebook ReAgent
https://ai.facebook.com/blog/open-sourcing-reagent-a-platform-for-reasoning-systems/
20:00 Facebook Octave Convolutions
https://ai.facebook.com/blog/octconv-a-flexible-efficient-alternative-to-standard-convolution/
20:40 NVIDIA Federated Learning Medical Imaging System
https://news.developer.nvidia.com/first-privacy-preserving-federated-learning-system/
21:30 MIT Temporal Shift Module
https://news.developer.nvidia.com/new-mit-video-recognition-model-dramatically-improves-latency-on-edge-devices/
22:30 NVIDIA at TensorFlow World 2019
https://news.developer.nvidia.com/nvidia-at-tensorflow-world-2019/
23:10 Subtle Medical Receives FDA Clearance for MRI Denoising
https://news.developer.nvidia.com/subtle-medical-ai-based-medical-imaging/
23:55 NVIDIA RAPIDS Spark XGBoost
https://news.developer.nvidia.com/gpu-accelerated-spark-xgboost/
24:30 BAIR Functional RL
https://bair.berkeley.edu/blog/2019/10
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DenseNets
Connor Shorten
DeepWalk Explained
Connor Shorten
Inception Network Explained
Connor Shorten
StackGAN
Connor Shorten
StyleGAN
Connor Shorten
Progressive Growing of GANs Explained
Connor Shorten
Improved Techniques for Training GANs
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Word2Vec Explained
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Must Read Papers on GANs
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Unsupervised Feature Learning
Connor Shorten
Self-Supervised GANs
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Embedding Graphs with Deep Learning
Connor Shorten
Transfer Learning in GANs
Connor Shorten
ReLU Activation Function
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AC-GAN Explained
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SimGAN Explained
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DC-GAN Explained!
Connor Shorten
ResNet Explained!
Connor Shorten
Graph Convolutional Networks
Connor Shorten
Neural Architecture Search
Connor Shorten
Henry AI Labs
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Video Classification with Deep Learning
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BigGANs in Data Augmentation
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Introduction to Deep Learning
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EfficientNet Explained!
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Self-Attention GAN
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Curriculum Learning in Deep Neural Networks
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Deep Learning Podcast #1 | Edward Dixon | Stochastic Weight Averaging
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Deep Compression
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Skin Cancer Classification with Deep Learning
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Deep Learning Podcast #2 | Edward Peake | Deep Learning in Medical Imaging
Connor Shorten
The Lottery Ticket Hypothesis Explained!
Connor Shorten
SqueezeNet
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GauGAN Explained!
Connor Shorten
AutoML with Hyperband
Connor Shorten
DL Podcast #3 | Yannic Kilcher | Population-Based Search
Connor Shorten
Weakly Supervised Pretraining
Connor Shorten
Image Data Augmentation for Deep Learning
Connor Shorten
Unsupervised Data Augmentation
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Wide ResNet Explained!
Connor Shorten
RevNet: Backpropagation without Storing Activations
Connor Shorten
GANs with Fewer Labels
Connor Shorten
BigBiGAN Unsupervised Learning!
Connor Shorten
Self-Supervised Learning
Connor Shorten
Multi-Task Self-Supervised Learning
Connor Shorten
Self-Supervised GANs
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Population Based Training
Connor Shorten
Show, Attend and Tell
Connor Shorten
Siamese Neural Networks
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WaveGAN Explained!
Connor Shorten
VAE-GAN Explained!
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Evolution in Neural Architecture Search!
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AI Research Weekly Update August 18th, 2019
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Weight Agnostic Neural Networks Explained!
Connor Shorten
AI Research Weekly Update August 25th, 2019
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Neuroevolution of Augmenting Topologies (NEAT)
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CoDeepNEAT
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AI Research Weekly Update September 1st, 2019
Connor Shorten
Randomly Wired Neural Networks
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Genetic CNN
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Chapters (16)
3:24
OpenAI Robotic Hand Rubik’s Cube Solver
11:10
GoogleAI Massively Multilingual, Massive Neural Machine Translation
12:45
GoogleAI Video Architecture Search
15:00
Facebook Semi-Weakly Supervised Learning
16:45
Tensorflow Lite on Arduino
17:20
HuggingFace Benchmarking Transformers on PyTorch and Tensorflow
18:10
Facebook mvfst-rl
18:50
Facebook Computer Vision for Global Challenges
19:23
Facebook ReAgent
20:00
Facebook Octave Convolutions
20:40
NVIDIA Federated Learning Medical Imaging System
21:30
MIT Temporal Shift Module
22:30
NVIDIA at TensorFlow World 2019
23:10
Subtle Medical Receives FDA Clearance for MRI Denoising
23:55
NVIDIA RAPIDS Spark XGBoost
24:30
BAIR Functional RL
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