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Post #5729 2.25K Sep 24, 2021, 16:37 UTC

https://youtu.be/tuglCyR8VDs

YouTube IEEE CEDA Virtual Distinguished Lecturer: Automating Analog Layout in the 21st Century Presented by Sachin Sapatnekar EDA tools have been used routinely in the digital design flow for decades, but despite valiant efforts from the research community, analog design has stubbornly resisted automation. Several recent developments are helping turn…

Post #5727 2.92K Jul 20, 2021, 15:08 UTC

As part of the Turing Lecture series for ACM's flagship publication, 2018 Turing Award laureates Yoshua Bengio, Yann Lecun, and Geoffrey Hinton discuss the current challenges and the future of deep learning: https://cacm.acm.org/magazines/2021/7/253464-deep-learning-for-ai/fulltext#R70
To watch the video: https://vimeo.com/user4730653

Post #5726 3.26K Jul 7, 2021, 18:14 UTC

Explaining Deep Neural Networks

Oana-Maria Camburu: https://arxiv.org/abs/2010.01496

#ArtificialIntelligence #DeepLearning #NeuralNetworks

Post #5725 2.81K Jul 7, 2021, 18:06 UTC

Andrej Karpathy from Tesla is talking about Vision only autonomous driving.
https://www.youtube.com/watch?v=NSDTZQdo6H8&ab_channel=YarrowB.

YouTube Andrej Karpathy (Tesla): CVPR 2021 (see description for better quality version) Better quality version: https://youtu.be/g6bOwQdCJrc

Post #5724 2.79K Jun 25, 2021, 16:37 UTC

#AI_Researchers is all you need!!!

https://t.me/ArtificialIntelligenceArticles

Post #5723 2.66K Jun 22, 2021, 02:52 UTC

Deep learning for ai

By Yann lecun and Geoffrey Hinton and Yoshua bengio

https://vimeo.com/554817366

Vimeo Deep Learning for AI Yoshua Bengio, Yann LeCun, and Geoffrey Hinton discuss "Deep Learning for AI," their Turing Lecture, a Contributed Article in the July 2021 CACM (https://cacm.acm.org/magazines/2021/7/253464)

Post #5722 2.84K Jun 19, 2021, 19:00 UTC

https://t.me/ArtificialIntelligenceArticles

Post #5721 2.67K Jun 14, 2021, 19:38 UTC

https://youtube.com/watch?v=w6Pw4MOzMuo&feature=share

YouTube ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML" - M Bronstein Geometric Deep Learning: The Erlangen Programme of ML - ICLR 2021 Keynote by Michael Bronstein (Imperial College London / IDSIA / Twitter) “Symmetry, as wide or as narrow as you may define its meaning, is one idea by which man through the ages has tried…

Post #5720 2.71K May 28, 2021, 11:56 UTC

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization

Teney et al.: https://arxiv.org/abs/2105.05612

#MachineLearning #DeepLearning #ArtificialIntelligence

Post #5719 2.51K May 28, 2021, 11:55 UTC

https://elvissaravia.substack.com/p/10-must-read-ml-blog-posts

Substack 10 Must Read ML Blog Posts A collection of high-impact machine learning blog posts.

Post #5716 2.89K May 14, 2021, 17:11 UTC

https://youtu.be/P1IcaBn3ej0

YouTube Enhancing Photorealism Enhancement Enhancing Photorealism Enhancement Stephan R. Richter, Hassan Abu AlHaija, and Vladlen Koltun Paper: https://arxiv.org/abs/2105.04619 Code and data: https://github.com/isl-org/PhotorealismEnhancement Project page: https://isl-org.github.io/PhotorealismEnhancement/…

Post #5715 2.27K May 14, 2021, 15:23 UTC

Stanford CS330: Multi-Task and Meta-Learning, 2019

Lecture videos, Finn et al.: http://youtube.com/playlist?list=PLoROMvodv4rMC6zfYmnD7UG3LVvwaITY5

#ArtificialIntelligence #DeepLearning #MetaLearning

Post #5714 2.06K May 14, 2021, 15:02 UTC

CS224W: Machine Learning with Graphs
Stanford / Winter 2021 [slides] pdf
http://web.stanford.edu/class/cs224w/
#machinelearning #graphs

Post #5713 1.95K May 14, 2021, 14:35 UTC

Coding TensorFlow
Laurence Moroney: https://www.youtube.com/playlist?list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx
#ArtificialIntelligence #DeepLearning #Tensorflow

YouTube Coding TensorFlow Welcome to Coding TensorFlow! In this series, we will look at various parts of TensorFlow from a coding perspective. Subscribe to TensorFlow → https://goo.gl...

Post #5712 1.95K May 14, 2021, 14:22 UTC

Reinforcement Learning Course at ASU, Spring, 2021
Dimitri Bertsekas: https://www.youtube.com/playlist?list=PLmH30BG15SIp79JRJ-MVF12uvB1qPtPzn
#ArtificialIntelligence #DeepLearning #ReinforcementLearning

YouTube Reinforcement Learning Course at ASU, Spring, 2021 Share your videos with friends, family, and the world

Post #5711 1.91K May 14, 2021, 14:21 UTC

Mask R-CNN for Object Detection in Keras
Use Keras to build the Mask R-CNN model for object detection and segmentation
https://youtu.be/c1xCaw1tcQQ

YouTube Mask R-CNN for Object Detection This video covers how to get set up and running with Mask R-CNN for object detection with Keras. You can find the full code and run it on a free GPU here: https://ml-showcase.paperspace.com/projects/object-detection-with-mask-r-cnn Presented by Machine…

Post #5710 2.03K May 7, 2021, 19:11 UTC

https://www.unite.ai/godiva-microsoft-research-asia-text-to-video-generation-image-synthesis/

Post #5709 2.26K May 2, 2021, 13:21 UTC

What is Decision-Making? [Lecture, Marija Popović]
https://www.youtube.com/watch?v=DEv-ahz8DAg

YouTube What is Decision-Making? [Lecture, Marija Popović] Introduction to robotic decision-making, Markov Decision Processes (MDPs), and iterative solution methods based on dynamic programming.

Post #5708 2.17K Apr 29, 2021, 09:09 UTC

https://towardsdatascience.com/geometric-foundations-of-deep-learning-94cdd45b451d
Geometric foundations of Deep Learning | by Michael Bronstein | Apr, 2021 | Towards Data Science

Medium Geometric foundations of Deep Learning Geometric Deep Learning is an attempt to unify a broad class of ML problems from the perspectives of symmetry and invariance.

Post #5707 2.61K Apr 26, 2021, 02:53 UTC

2021- Courses List of Machine Learning, Deep Learning, and Computer Vision from a top school.
CS224W: Machine Learning with Graphs - Stanford / Winter 2021
https://youtube.com/playlist?list=PLuv1FSpHurUemjLiP4L1x9k6Z9D8rNbYW
Full Stack Deep Learning - Spring 2021 - UC Berkeley
https://youtube.com/playlist?list=PLuv1FSpHurUc2nlabZjCLLe8EQa9fOoa9
Berkeley CS182/282 Deep Learnings - 2021
https://youtube.com/playlist?list=PLuv1FSpHurUevSXe_k0S7Onh6ruL-_NNh\
Introduction to Deep Learning (I2DL) - Technical University of Munich
https://youtube.com/playlist?list=PLuv1FSpHurUdmk7v06MDyIx0SDxTrIoqk
3D Computer Vision - National University of Singapore - 2021
https://youtube.com/playlist?list=PLuv1FSpHurUflLnJF6hgi0FkeNG1zSFCZ
CV3DST - Computer Vision 3: Detection, Segmentation and Tracking
https://youtube.com/playlist?list=PLuv1FSpHurUd08wNo1FMd3eCUZXm8qexe
ADL4CV - Advanced Deep Learning for Computer Vision
https://youtube.com/playlist?list=PLuv1FSpHurUcQi2CwFIVQelSFCzxphJqz
#MachineLearning #artificialintelligence #deeplearning #computervision #MontrealAI

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