Top news of the week: 16.07.2020.

#MIDL2020 #Tutorial #Tokenizers #NLP #GPT2 #DL #AI #Transformers #fastai

Research

On Jul 10, 2020
@peteskomoroch shared
RT @PTKDaily: 📙 Similarity Search for Efficient Active Learning and Search of Rare Concepts Authors: @codyaustun, Edward Chou, Sean Culatana, @pbailis, Alexander C. Berg, @rsumbaly, Matei Zaharia, I. Zeki Yalniz Featured in PTK #43 https://t.co/mqPJcibFjG Paper: https://t.co/JD9zUukczU
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The Projects to Know weekly newsletter features 3 academic papers and 3 open source projects that are playing a meaningful role in advancing machine intelligence and data science.

On Jul 14, 2020
@goodfellow_ian shared
RT @MrRennaker: I'm incredibly proud to introduce Apple Scholars: PhD Fellowships in AI and Machine Learning! Congratulations to our first class of awardees. Also, check out the snazzy new website to see Apple's publications and other updates in the research sphere https://t.co/wZzl9UkMnC
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Introducing Apple Scholars in AI/ML

Introducing Apple Scholars in AI/ML

Apple Scholars is a program created to recognize the contributions of emerging leaders in computer science and engineering at the graduate and postgra…

On Jul 10, 2020
@kchonyc shared
RT @PyTorch: Jirka, Lead contributor for Lightning, and Zach, ML Engineer at Google, discuss how PyTorch Lightning became the first ML framework to run continuous integration on TPUs in this blog post. https://t.co/zk78fnTF2s
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On Jul 10, 2020
@kchonyc shared
RT @NYUDataScience: We’re excited to announce that our PhD student Nan Wu alongside CDS affiliated postdoctoral researcher Stanisław Jastrzębski, and other NYU members presented at MIDL Montréal 2020 Conference this week. Learn more about their paper on our blog: https://t.co/EMKjilip1L #MIDL2020
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Center for Data Science Members Present at MIDL Montréal 2020

Center for Data Science Members Present at MIDL Montréal 2020

We’re excited to announce that our PhD student Nan Wu alongside CDS affiliated postdoctoral researcher Stanisław Jastrzębski, NYU members…

On Jul 15, 2020
@shakir_za shared
RT @SandraWachter5: Cannot wait for my talk @icmlconf 'Fair, explainable & accountable AI in Europe: When Law meets Computer Science' https://t.co/WeRmHaStjU this Friday at 10.00am BST, see you all online @oiioxford @BKCHarvard @turinginst @oxsocsci @UniofOxford
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2020 Workshop on Human Interpretability in Machine Learning (WHI)

2020 Workshop on Human Interpretability in Machine Learning (WHI)

starting at 10 am CEST Virtual Workshop The Fifth Annual Workshop on Human Interpretability in Machine Learning (WHI 2020), held in conjunction with ICML 2020, will bring together …

On Jul 13, 2020
@fchollet shared
Neat package: "DeepXi is used for speech enhancement, noise estimation, for mask estimation, and as a front-end for robust ASR" https://t.co/or2pD7c5T9
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Deep Xi: A Deep Learning Approach to A Priori SNR Estimation for speech enhancement.

Deep Xi: A Deep Learning Approach to A Priori SNR Estimation for speech enhancement.

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2. For speech enhancement and robust ASR. - anicolson/DeepXi

On Jul 16, 2020
@RichardSocher shared
RT @SFResearch: Today on our blog, @samsontmr shares his experience as a Salesforce Industrial PhD Program (IPP) Trainee. His story really has it all - strong mentorship, impactful research, and lots of fun! 🤓🥳 Click the link to get a sneak peek into the IPP 👉 https://t.co/LkAbzWCkFA https://t.co/rWPFZaBrNe
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A peek into the Industrial PhD Program

A peek into the Industrial PhD Program

Sneak a peek into our Industrial PhD Program with Samson.

On Jul 15, 2020
@jeremyphoward shared
RT @pierre_guillou: Faster than training from scratch - #Tutorial on how to fine-tune the English #GPT2 in any language with #Transformers, #Tokenizers & #fastai v2 (use case with Portuguese). Thanks to @huggingface, @jeremyphoward, @GuggerSylvain & @ailab_unb #NLP #DL #AI https://t.co/O21oSlW0OA
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Faster than training from scratch — Fine-tuning the English GPT-2 in any language with Hugging Face and fastai v2 (practical case with Portuguese)

Faster than training from scratch — Fine-tuning the English GPT-2 in any language with Hugging Face and fastai v2 (practical case with Portuguese)

Tutorial on how to use fastai v2 over Hugging Face’s libraries to fine-tune English pre-trained GPT-2 to any language other than English.