A Probabilistic Framework for Imitating Human Race Driver Behavior. https://arxiv.org/abs/2001.08255

How Much Position Information Do Convolutional Neural Networks Encode?. https://arxiv.org/abs/2001.08248

Deep Depth Prior for Multi-View Stereo. https://arxiv.org/abs/2001.07791

Deep Metric Structured Learning For Facial Expression Recognition. https://arxiv.org/abs/2001.06612

How Much Position Information Do Convolutional Neural Networks Encode?
Islam et al.: https://arxiv.org/abs/2001.08248
#ArtificialIntelligence #DeepLearning #NeuralNetworks

Google's Dataset Search is out of beta

Google Scholar, but for Datasets is out of beta. 25 million datasets have been indexed. Dataset owners can have their data indexed by publishing it on their website, described as per open standards.

https://datasetsearch.research.google.com/

Learning to adapt class-specific features across domains for semantic segmentation. https://arxiv.org/abs/2001.08311

DNNs as Layers of Cooperating Classifiers
Davel et al.: https://arxiv.org/abs/2001.06178
#DeepLearning #MachineLearning #NeuralNetworks

Deep Java Library: New Deep Learning Toolkit for Java Developers
https://www.infoq.com/news/2020/01/deep-java-library/

Can Deep Learning Identify Tomato Leaf Disease?
https://www.hindawi.com/journals/am/2018/6710865/

UNDERSTANDING MACHINE LEARNING
From Theory to Algorithms
Download: https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf

If you are looking for a source of inspiration for your next research or your next AI project, here you can find a big lake to swim: Google Research gives you access to more than 5700 publications since 1998.

Google Research is a division of Google that tackles challenges that define the technology of today and tomorrow, and you can have access to its research work as they publish it. https://medium.com/tech-cult-heartbeat/do-you-know-you-can-have-access-to-5779-publications-from-google-research-right-now-b42b2313c325

List of Open-Source RL Algorithms
By Sergey Kolesnikov, https://docs.google.com/spreadsheets/d/1EeFPd-XIQ3mq_9snTlAZSsFY7Hbnmd7P5bbT8LPuMn0/edit#gid=0
#ArtificialIntelligence #DeepLearning #ReinforcementLearning

Behaviour Suite for Reinforcement Learning, or ‘bsuite’
Osband et al. https://arxiv.org/abs/1908.03568v2
A collection of carefully-designed experiments that investigate core capabilities of RL agents
#ArtificialIntelligence #DeepLearning #ReinforcementLearning

Deepfakes may be a useful tool for spies https://www.technologyreview.com/f/613778/deepfakes-spies-espionage/

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
https://arxiv.org/abs/2001.06937