• How Deep Learning Got Deeper: The Breakthrough of Residual Networks

  • 2024/12/25
  • 再生時間: 4 分
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How Deep Learning Got Deeper: The Breakthrough of Residual Networks

  • サマリー

  • Title

    How Deep Learning Got Deeper: The Breakthrough of Residual Networks

    Subtext:

    Training deeper neural networks has always been a challenge—until now. In this episode, we dive into the groundbreaking innovation behind Residual Networks, or ResNets, which revolutionized AI models. Learn how this simple yet powerful idea made it possible to train networks 8x deeper than before, winning top honors in global AI competitions. From improving image recognition to dominating object detection, discover why ResNets are the foundation of today's cutting-edge AI. Hear it all on our podcast!


    Link to research paper- https://arxiv.org/pdf/1512.03385



    Follow us on social media:

    Linkedin: https://www.linkedin.com/company/smallest/

    Twitter: https://x.com/smallest_AI

    Instagram: https://www.instagram.com/smallest.ai/

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あらすじ・解説

Title

How Deep Learning Got Deeper: The Breakthrough of Residual Networks

Subtext:

Training deeper neural networks has always been a challenge—until now. In this episode, we dive into the groundbreaking innovation behind Residual Networks, or ResNets, which revolutionized AI models. Learn how this simple yet powerful idea made it possible to train networks 8x deeper than before, winning top honors in global AI competitions. From improving image recognition to dominating object detection, discover why ResNets are the foundation of today's cutting-edge AI. Hear it all on our podcast!


Link to research paper- https://arxiv.org/pdf/1512.03385



Follow us on social media:

Linkedin: https://www.linkedin.com/company/smallest/

Twitter: https://x.com/smallest_AI

Instagram: https://www.instagram.com/smallest.ai/

Discord: https://smallest.ai/discord


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