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Prikvačeni tweet
Started curating a list of machine learning at various conferences for 2020.https://saqibns.github.io/2019/12/15/list-of-ML-competitions-2020.html …
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Saqib Nizam Shamsi proslijedio/la je Tweet
This repo is full of amazing awesomeness. I don't know of anything else like it. Independent refactored carefully tested implementations of modern CNNshttps://twitter.com/wightmanr/status/1224178577593241602 …
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Saqib Nizam Shamsi proslijedio/la je Tweet
People asking me to teach classes clearly give zero fuck to the imposter syndrome of a former physics PhD turned lawyer before joining AI Anyway I'll co-teach NLPL Winter School w Yoav Goldberg talking transfer learning, its limits & where the field might head Will share slidespic.twitter.com/M1QFXBT5CP
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Saqib Nizam Shamsi proslijedio/la je Tweet
Check out Meena, a new state-of-the-art open-domain conversational agent, released along with a new evaluation metric, the Sensibleness and Specificity Average, which captures basic, but important attributes for normal conversation. Learn more below!https://goo.gle/36zB8Wj
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Saqib Nizam Shamsi proslijedio/la je Tweet
practicalAI is a free tool to discover & organise the top-community created ML content by
@GokuMohandas. It's super easy to create a deck of useful articles and share it with others.https://practicalai.me/explore/content/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Saqib Nizam Shamsi proslijedio/la je Tweet
When I learn new idea, I must repeatedly learn it from multiple
#tutorials before it *clicks* If you're learning#convolutional nets - add this to your list It discusses#CNNs for: - images - audio - databases#100DaysOfMLCode#100DaysOfCode#AI http://brohrer.github.io/how_convolutional_neural_networks_work.html …pic.twitter.com/LKURUK36QQ
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Saqib Nizam Shamsi proslijedio/la je Tweet
When I invented adversarial training as a defense against adversarial examples, I focused on making it as cheap and scalable as possible. Eric and collaborators have now upgraded the original cheap version to compete with newer, more expensive versions.https://twitter.com/RICEric22/status/1217459930954981376 …
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Saqib Nizam Shamsi proslijedio/la je Tweet
#TransferLearning is one of the most important#AI techniques I don't often recommend PhD Thesis' -@seb_ruder's is exceptional. He's a brilliant writer! Check out this taxonomy / table of contents!!!

#100DaysOfMLCode#100DaysOfCode https://ruder.io/thesis/neural_transfer_learning_for_nlp.pdf …pic.twitter.com/ZSbZSwD9DT
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Saqib Nizam Shamsi proslijedio/la je Tweet
Googling Tip: when you want to learn some ML concept, google "python <concept name> from scratch". This will often lead to a blogpost with: - intuitive explanation - a toy implementation - reference to more formal papers which you can unpack in that order :)
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Saqib Nizam Shamsi proslijedio/la je Tweet
Invited to do a podcast on Thursday + my interviewer asked if there are any topics I think we should discuss. Any q’s people want me to take a stab at answering? can be about machine learning research, career growth or anything that comes to mind. I’ve been given no limits. :)
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Saqib Nizam Shamsi proslijedio/la je Tweet
New lecture series
We've teamed up with @ai_ucl to bring you the#UCLxDeepMind Deep Learning Lecture Series: 12 lectures covering a range of topics in Deep Learning - all led by DeepMind researchers, all free, and all open to everyone. Info & tickets:https://www.eventbrite.co.uk/o/ucl-x-deepmind-deep-learning-lecture-series-general-29078980901 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Saqib Nizam Shamsi proslijedio/la je Tweet
Facebook AI has effectively solved the task of point-goal navigation by AI agents in simulated environments, using only a camera, GPS, and compass data. Agents achieve 99.9% success in a variety of virtual settings, such as houses and offices. https://ai.facebook.com/blog/near-perfect-point-goal-navigation-from-25-billion-frames-of-experience/ …pic.twitter.com/Cogyp90CwW
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Saqib Nizam Shamsi proslijedio/la je Tweet
This is a very interesting paper. It shows that a tweaked ResNet50 is about as accurate as EfficientNet-B4 but >3x faster. The EfficientNet paper measured FLOPS, which is a theoretical performance measure, rather than time, which is what actually matters. https://arxiv.org/abs/2001.06268 pic.twitter.com/cyBiueqPuf
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Saqib Nizam Shamsi proslijedio/la je Tweet
Many thanks to a tip from
@ylecun, I've added a brief section to my self-supervised learning post on noise contrastive estimation and consistency loss. And thanks to@phillip_isola I've also added a paragraph about the history of self-supervised learning https://www.fast.ai/2020/01/13/self_supervised/ …pic.twitter.com/JpoxTtaobR
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Saqib Nizam Shamsi proslijedio/la je Tweet
How to get into machine learning without a degree, alternatives to traditional education, building a portfolio, applying for ML jobs, interviews, getting into research, and indie research ideas. I had an ace chat with
@GGozzoli at@FloydHub_ . Enjoy!https://blog.floydhub.com/emils-story-as-a-self-taught-ai-researcher/ …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Saqib Nizam Shamsi proslijedio/la je Tweet
I've just finished a 4 part series on hosting your own blog; no coding, ads, paywalls, or fees. You can write in an online editor, MS Word, or Google Docs (including images). If you haven't started blogging yet, perhaps this will help you get started!
https://www.fast.ai/2020/01/20/blog_overview/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Saqib Nizam Shamsi proslijedio/la je Tweet
Given the smoothness of videos, can we learn models more efficiently than with
#backprop? We present Sideways - a step towards a high-throughput, approximate backprop that considers the one-way direction of time and pipelines forward and backward passes. https://arxiv.org/pdf/2001.06232.pdf …pic.twitter.com/evbwULE0s2Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Saqib Nizam Shamsi proslijedio/la je Tweet
I analyzed compensation & level details of 19k tech workers to find answers to: 1. How long does it take for SWEs to reach a certain level? 2. Compensations across jobs/levels? 3. Do women get paid less than men in tech? 4. Is there a deadline for SWEs?https://huyenchip.com/2020/01/18/tech-workers-19k-compensation-details.html …
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Saqib Nizam Shamsi proslijedio/la je Tweet
Open Syllabus Project https://opensyllabus.org/ Open Syllabus is a non-profit organization that maps the curriculum of higher education. Database of / stats from 7M class syllabi
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Saqib Nizam Shamsi proslijedio/la je Tweet
Did you know that you can write blog posts for
@GitHub Pages using MS Word or Google Docs, including pasting images straight into your doc, and have it all synced to GitHub and included in your blog? Here's how it's done!https://www.fast.ai/2020/01/18/gitblog/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Saqib Nizam Shamsi proslijedio/la je Tweet
"During 2018 I achieved a Kaggle Master badge (...). Very often I found myself re-using most of the old pipelines over and over again. At some point it crystallized into this repository." PyTorch extensions for fast R&D prototyping and Kaggle farminghttps://github.com/BloodAxe/pytorch-toolbelt …
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