Neural network, Learning, Pattern recognition, Word, Computer vision, Machine learning

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On Oct 3, 2020
@NandoDF shared
RT @OriolVinyalsML: Recent conversation with a friend: @ilyasut: what's your take on https://t.co/fqVhQNaBWQ? @OriolVinyalsML: my take is: farewell convolutions : ) https://t.co/9PEvxmWvO4
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6 Under review as a conference paper at ICLR 2021 102 103 104 90 95 Tr an sfe r a cc ur ac y [% ] Average-5 Transformer (ViT) ResNet (BiT) Hybrid 102 103 104 75 80 85 90 ImageNet Transformer (ViT) ResNet (BiT) Hybrid Total pre-training compute [exaFLOPs] Figure 5: Performance versus cost ...

openreview.net
On Oct 3, 2020
@NandoDF shared
RT @OriolVinyalsML: Recent conversation with a friend: @ilyasut: what's your take on https://t.co/fqVhQNaBWQ? @OriolVinyalsML: my take is: farewell convolutions : ) https://t.co/9PEvxmWvO4
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Click here to read the article

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6 Under review as a conference paper at ICLR 2021 102 103 104 90 95 Tr an sfe r a cc ur ac y [% ] Average-5 Transformer (ViT) ResNet (BiT) Hybrid 102 103 104 75 80 85 90 ImageNet ...

Click here to read the article

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Improving Language Understanding by Generative Pre-Training Alec Radford OpenAI [email protected] Karthik Narasimhan OpenAI [email protected] Tim Salimans OpenAI [email protected] Ilya ...

EMNLP 2018 Highlights: Inductive bias, cross-lingual learning, and more

EMNLP 2018 Highlights: Inductive bias, cross-lingual learning, and more

The post discusses highlights of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018). You can find past highlights of conferences here. You can find all 549 ...

Critique of 2018 Turing Award for Drs. Bengio & Hinton & LeCun

Critique of 2018 Turing Award for Drs. Bengio & Hinton & LeCun

However, the essential "conceptual foundations" of deep learning (mentioned by ACM) were laid by others, e.g., deep learning multilayer perceptrons that learn internal representations ...

terryum/awesome-deep-learning-papers

terryum/awesome-deep-learning-papers

The most cited deep learning papers. Contribute to terryum/awesome-deep-learning-papers development by creating an account on GitHub.

Language Models are Unsupervised Multitask Learners

Language Models are Unsupervised Multitask Learners

Language Models are Unsupervised Multitask Learners Alec Radford * 1 Jeffrey Wu * 1 Rewon Child 1 David Luan 1 Dario Amodei ** 1 Ilya Sutskever ** 1 Abstract Natural language processing ...

What is Machine Learning?

What is Machine Learning?

In this talk we will introduce the fundamental ideas in machine learning. We’ll develop our exposition around the ideas of prediction function and the objective function. We don’t so much ...