Here's a list of 7 top research on arXiV on AI/deep learning for August 2019 as per Daniel Gutierrez
1) A Probabilistic Representation of Deep Learning
Link: https://arxiv.org/pdf/1908.09772v1.pdf
2) Inception-inspired LSTM for Next-frame Video Prediction
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Link: https://arxiv.org/pdf/1909.05622.pdf
3) Systematic Analysis of Image Generation using GANs
Link: https://arxiv.org/ftp/arxiv/papers/1908/1908.11863.pdf
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4) Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning
Link: https://arxiv.org/pdf/1908.11848.pdf
5) Discovering Reliable Correlations in Categorical Data
Link: https://arxiv.org/pdf/1908.11682.pdf
6) Smaller Models, Better Generalization
Link: https://arxiv.org/pdf/1908.11250.pdf
7) An Auto-ML Framework Based on GBDT for Lifelong Learning
Link: https://arxiv.org/pdf/1908.11033.pdf
Source: https://insidebigdata.com/2019/09/18/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2019/
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1) A Probabilistic Representation of Deep Learning
Link: https://arxiv.org/pdf/1908.09772v1.pdf
2) Inception-inspired LSTM for Next-frame Video Prediction
@ArtificialIntelligenceArticles
Link: https://arxiv.org/pdf/1909.05622.pdf
3) Systematic Analysis of Image Generation using GANs
Link: https://arxiv.org/ftp/arxiv/papers/1908/1908.11863.pdf
@ArtificialIntelligenceArticles
4) Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning
Link: https://arxiv.org/pdf/1908.11848.pdf
5) Discovering Reliable Correlations in Categorical Data
Link: https://arxiv.org/pdf/1908.11682.pdf
6) Smaller Models, Better Generalization
Link: https://arxiv.org/pdf/1908.11250.pdf
7) An Auto-ML Framework Based on GBDT for Lifelong Learning
Link: https://arxiv.org/pdf/1908.11033.pdf
Source: https://insidebigdata.com/2019/09/18/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2019/
@ArtificialIntelligenceArticles
insideBIGDATA
Best of arXiv.org for AI, Machine Learning, and Deep Learning – August 2019
In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, [...]
A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework
https://www.analyticsvidhya.com/blog/2019/08/introduction-slimyolov3-real-time-object-detection/
https://www.analyticsvidhya.com/blog/2019/08/introduction-slimyolov3-real-time-object-detection/
Analytics Vidhya
Real-Time Object Detection using SlimYOLOv3 - A Detailed Introduction
Real-time object detection is the next big thing in computer vision and deep learning. Learn how to perform real-time object detection using SlimYOLOv3.
Senior Data Scientist – Digital
https://ai-jobs.net/job/senior-data-scientist-digital/
https://ai-jobs.net/job/senior-data-scientist-digital/
ai-jobs.net
Senior Data Scientist - Digital | ai-jobs.net
Senior Data Scientist – Digital Joining Capco means joining an organisation that is committed to an inclusive working environment where you’re encouraged to #BeYourselfAtWork. We celebrate individuality and recognize that diversity and inclusion, in all …
Metropolis Colorized with DeOldify https://www.youtube.com/watch?v=t75yctjjfx0
CS221: Artificial Intelligence: Principles and Techniques
https://web.stanford.edu/class/cs221/
https://youtu.be/OQQ-W_63UgQ?fbclid=IwAR2ig2e9oqHPwem0S_6FtLky7QRxIO3BBYyRdyFvHUmukV0cCuKnSDImzsg
https://web.stanford.edu/class/cs221/
https://youtu.be/OQQ-W_63UgQ?fbclid=IwAR2ig2e9oqHPwem0S_6FtLky7QRxIO3BBYyRdyFvHUmukV0cCuKnSDImzsg
YouTube
Lecture 1 | Natural Language Processing with Deep Learning
Lecture 1 introduces the concept of Natural Language Processing (NLP) and the problems NLP faces today. The concept of representing words as numeric vectors ...
Deep Multi-Agent Reinforcement Learning
Jakob N. Foerster : https://ora.ox.ac.uk/objects/uuid:a55621b3-53c0-4e1b-ad1c-92438b57ffa4
Jakob N. Foerster : https://ora.ox.ac.uk/objects/uuid:a55621b3-53c0-4e1b-ad1c-92438b57ffa4
The Mathematics of Machine Learning by UC Berkeley: Written by - Garret Thomas
Link: https://gwthomas.github.io/docs/math4ml.pdf?fbclid=IwAR2UsBgZW9MRgS3nEo8Zh_ukUFnwtFeQS8Ek3OjGxZtDa7UxTYgIs_9pzSI
Link: https://gwthomas.github.io/docs/math4ml.pdf?fbclid=IwAR2UsBgZW9MRgS3nEo8Zh_ukUFnwtFeQS8Ek3OjGxZtDa7UxTYgIs_9pzSI
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models
Human evaluation for generative models have been ad-hoc.
They propose a standard human benchmark for generative realism that is grounded in psychophysics research in perception.
https://arxiv.org/abs/1904.01121
https://hype.stanford.edu/
Human evaluation for generative models have been ad-hoc.
They propose a standard human benchmark for generative realism that is grounded in psychophysics research in perception.
https://arxiv.org/abs/1904.01121
https://hype.stanford.edu/
arXiv.org
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models
Generative models often use human evaluations to measure the perceived quality of their outputs. Automated metrics are noisy indirect proxies, because they rely on heuristics or pretrained...
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
Yu et al.: https://arxiv.org/abs/1909.05378
#ArtificialIntelligence #Database #MachineLearning
Yu et al.: https://arxiv.org/abs/1909.05378
#ArtificialIntelligence #Database #MachineLearning
Big moment! Google claims to have reached quantum supremacy, taking 3 mins to do a calculation classical computers would take 10,000 YEARS to do.
https://www.ft.com/content/b9bb4e54-dbc1-11e9-8f9b-77216ebe1f17
https://t.iss.one/ArtificialIntelligenceArticles
https://www.ft.com/content/b9bb4e54-dbc1-11e9-8f9b-77216ebe1f17
https://t.iss.one/ArtificialIntelligenceArticles
Ft
Google claims to have reached quantum supremacy
Researchers say their quantum computer has calculated an impossible problem for ordinary machines
ArtificialIntelligenceArticles
Big moment! Google claims to have reached quantum supremacy, taking 3 mins to do a calculation classical computers would take 10,000 YEARS to do. https://www.ft.com/content/b9bb4e54-dbc1-11e9-8f9b-77216ebe1f17 https://t.iss.one/ArtificialIntelligenceArticles
Just read the #quantum #supremacy (#quantumsupremacy) manuscript which features a bold outlook into the #future. Certainly a very nice piece of work performed on a #superconducting #device featuring 53 #qubits with high fidelities.
ArtificialIntelligenceArticles
Big moment! Google claims to have reached quantum supremacy, taking 3 mins to do a calculation classical computers would take 10,000 YEARS to do. https://www.ft.com/content/b9bb4e54-dbc1-11e9-8f9b-77216ebe1f17 https://t.iss.one/ArtificialIntelligenceArticles
YouTube
Quantum Computing Expert Explains One Concept in 5 Levels of Difficulty | WIRED
WIRED has challenged IBM's Dr. Talia Gershon (Senior Manager, Quantum Research) to explain quantum computing to 5 different people; a child, teen, a college student, a grad student and a professional.
Still haven’t subscribed to WIRED on YouTube? ►► ht…
Still haven’t subscribed to WIRED on YouTube? ►► ht…
Artificial intelligence probes dark matter in the universe
By Oliver Morsch : https://ethz.ch/en/news-and-events/eth-news/news/2019/09/artificial-intelligence-probes-dark-matter-in-the-universe.html
#ArtificialIntelligence #DeepLearning #Physics
By Oliver Morsch : https://ethz.ch/en/news-and-events/eth-news/news/2019/09/artificial-intelligence-probes-dark-matter-in-the-universe.html
#ArtificialIntelligence #DeepLearning #Physics
ethz.ch
Artificial intelligence probes dark matter in the universe
Making the Invisible Visible: Action Recognition Through Walls and Occlusions
Li et al.: https://arxiv.org/abs/1909.09300
#ArtificialIntelligence #DeepLearning #MachineLearning
Li et al.: https://arxiv.org/abs/1909.09300
#ArtificialIntelligence #DeepLearning #MachineLearning
arXiv.org
Making the Invisible Visible: Action Recognition Through Walls and...
Understanding people's actions and interactions typically depends on seeing them. Automating the process of action recognition from visual data has been the topic of much research in the computer...
Andrew NG the pioneer of machine learning and deep learning online courses <3 <3 <3
https://www.youtube.com/watch?v=TbiGfPBzbko
https://www.youtube.com/watch?v=TbiGfPBzbko
YouTube
Did you know Andrew NG the pioneer of machine learning and deep learning online courses
Andrew Yan-Tak Ng (Chinese: 吳恩達; born 1976) is a Chinese-American computer scientist and statistician, focusing on machine learning and AI. Also a business e...