How Xnor.ai Managed to Squeeze a Deep Neural Network onto a $20 Wyze Camera

Blog by Carlo C del Mundo: https://medium.com/@xnor_ai/how-xnor-ai-managed-to-squeeze-a-deep-neural-network-onto-a-20-wyze-camera-88a5f9fc3466

#neuralnetwork #deeplearning #machinelearning

"HighRes-net for Multi-Frame Super-Resolution by Recursive Fusion"
Pytorch implementation of HighRes-net, a neural network trained and tested on the European Space Agency’s Kelvin competition. GitHub, by ElementAI AI for Good lab and Mila: https://github.com/ElementAI/HighRes-net
Blog, by ElementAI's Team AI for Good: https://www.elementai.com/news/2019/computer-enhance-please
#ai4good #neuralnetwork #pytorch

MintNet: Building Invertible Neural Networks with Masked Convolutions

Song et al.: https://arxiv.org/abs/1907.07945

#machinelearning #neuralnetworks #neuralnetwork

Probing Neural Network Comprehension of Natural Language Arguments

"We are surprised to find that BERT's peak performance of 77% on the Argument Reasoning Comprehension Task reaches just three points below the average untrained human baseline. However, we show that this result is entirely accounted for by exploitation of spurious statistical cues in the dataset. We analyze the nature of these cues and demonstrate that a range of models all exploit them."

Timothy Niven and Hung-Yu Kao: https://arxiv.org/abs/1907.07355

#naturallanguage #neuralnetwork #reasoning #unsupervisedlearning

Let’s code a Neural Network in plain NumPy
Blog by Piotr Skalski: https://towardsdatascience.com/lets-code-a-neural-network-in-plain-numpy-ae7e74410795
#artificialintelligence #neuralnetwork #numpy

@ArtificialIntelligenceArticles

"Rules-of-thumb for building a Neural Network"
Blog by Chitta Ranjan : https://towardsdatascience.com/17-rules-of-thumb-for-building-a-neural-network-93356f9930af
#MachineLearning #NeuralNetwork #TensorFlow

An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments

Elaheh Barati and Xuewen Chen : https://arxiv.org/abs/1907.09466

#reinforcementlearning #neuralnetwork #neuralnetworks #deeplearning

Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP

Yu et al.: https://arxiv.org/abs/1906.02768

#nlp #neuralnetwork #reinforcementlearning #neuralnetworks

NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data

Sun et al.: https://arxiv.org/abs/1908.03190

#ArtificialIntelligence #NeuralNetwork #PartialDifferentialEquations

Write With Transformer
See how a modern neural network auto-completes your text 🤗
With the brand new GPT-2 large!
Built by the phenomenal Hugging Face team : https://transformer.huggingface.co
H / T : Lysandre Debut
#GPT2 #NeuralNetwork #Transformer

"Two neural nets learn to communicate through their own emergent visual language"
Here set in clay tablets.
By Joel Simon : https://github.com/joel-simon/dimensions-of-dialogue/blob/master/emergent_characters.ipynb
#language #neuralnetwork #deeplearning

A Probabilistic Representation of Deep Learning

Xinjie Lan, Kenneth E. Barner : https://arxiv.org/abs/1908.09772v1

#deeplearning #machinelearning #neuralnetwork

Attention? Attention!
Blog by Lilian Weng : https://lilianweng.github.io/lil-log/2018/06/24/attention-attention.html
#machinelearning #neuralnetwork #transformers

Extreme Language Model Compression with Optimal Subwords and Shared Projections
Zhao et al.: https://arxiv.org/abs/1909.11687
#neuralnetwork #bert #nlp

Emergent properties of the local geometry of neural loss landscapes
Stanislav Fort and Surya Ganguli : https://arxiv.org/abs/1910.05929
#MachineLearning #NeuralNetwork #DeepLearning

On Iterative Neural Network Pruning, Reinitialization, and the Similarity of Masks
Michela Paganini, Jessica Forde: https://arxiv.org/abs/2001.05050
#ArtificialIntelligence #MachineLearning #NeuralNetwork