#أخبار_النجوم شاهدوا #علاء_ولى_الدين و #علاء_مرسى
خبر مؤسف اليوم عن شقيق علاء ولى الدين وشاهد كم يشبهه وسر شيله لكفنه ورحيله بالعيد | أخبار النجوم
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Despite their often-discussed advantages, deep learning methods largely disregard theories of both learning and language. This makes their prediction behavior hard to understand and explain. In this talk, I will present a path toward more understandable (but still “deep”) natural language processing models, without sacrificing accuracy. Rational recurrences comprise a family of recurrent neural networks that obey a particular set of rules about how to calculate hidden states, and hence correspond to parallelized weighted finite-state pattern matching. Many recently introduced models turn out to be members of this family, and the weighted finite-state view lets us derive some new ones. I’ll introduce rational RNNs and present some of the ways we have used them in NLP. My collaborators on this work include Jesse Dodge, Hao Peng, Roy Schwartz, and Sam Thomson.

#SAIF
#SamsungAIForum
#SR
#SamsungResearch

Supersizing and Empowering Visual and Robot Learning Abstract: In the last decade, we have made significant advances in the field of computer vision thanks to supervised learning. But this passive supervision of our models has now become our biggest bottleneck. In this talk, I will discuss our efforts towards scaling up and empowering visual learning. First, I will show how the amount of labeled data is a crucial factor in learning. I will then describe how we can overcome the passive supervision bottleneck by self-supervised learning. Next, I will discuss how embodiment is crucial for learning – our agents live in the physical world and need the ability to interact in the physical world. Towards this goal, I will finally present our efforts in large-scale learning of embodied agents in robotics. Finally, I will discuss how we can move from passive supervision to active exploration – the ability of agents to create their own training data.

#SAIF
#SamsungAIForum
#SR
#SamsungResearch

Gordon Ramsay pitches his treacle tart to a major coffee store in London.

#GordonRamsay #Cooking

Gordon Ramsay’s Ultimate Fit Food/Healthy, Lean and Fit – http://po.st/REpVfP

If you liked this clip check out the rest of Gordon’s channels:

http://www.youtube.com/gordonramsay
http://www.youtube.com/kitchennightmares
http://www.youtube.com/thefword

Is splashing the extra few quid on your shopping really worth it? In this episode ‘normal’ home cooks Jamie and Barry see if they can “pick the premium” product just by taste alone.

Join the club and make use of the Packs app here: http://bit.ly/2Pcm6zM

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Come and join the Sorted Club to make use of the smart tools that connect millions of foodies around the world and help you create your ultimate food lifestyle.
– Simplify midweek cooking with smart meal packs and audio guides
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– Listen to weekly podcasts that debate trending food topics
– Enjoy the full collection of Sorted Club Books and build your own cookbook

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