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  1. heltok

    Transformers(Tesla’s next big rewrite)

    Wanted to catch up on the progress for using transformers for computer vision. Just wanted to share a quick primer for you all. Transformers in Computer Vision: Farewell Convolutions! Transformers in Computer Vision In parallel to how Transformers leveraged self-attention to modelize long-range...
  2. heltok

    GPT-3 will change everything

    We should talk about GPT-3. Imo GPT-3 will change all software going forward, change the internet. Change all forms of working with computers, all interactions. And GPT-3 is just the taste of what will come, in one year we will have GPT-4 which will be even more better and more capable. Here is...
  3. heltok

    End2end object classification and GPT-3

    Last weeks there has been a lot of interesting developments in the machine learning community that I think are relevant for Tesla and their future neural architecture. The first is a paper by facebook that does end-end object detection: The second is GPT-3 by OpenAI that does few shot multi...
  4. heltok

    Will Model Y be shipped or only produced locally?

    Do you think any Model Y from Freemont will reach Europe or will Europe have to wait until Giga Berlin is up and running for the first Model Y? Same for Asia? One Y production line for each continent?
  5. heltok

    Facebook paper on using unlabeled data to augment datasets

    I think this paper deserves a mention here: Billion-scale semi-supervised learning for state-of-the-art image and video classification “Accurate image and video classification is important for a wide range of computer vision applications, from identifying harmful content, to making products...
  6. heltok

    Relevant new papers

    Can we have a thread where we post all new papers presenting results relevant to Tesla and Autonomous vehicles. Will start off with this one: https://arxiv.org/pdf/1904.04998.pdf
  7. heltok

    Lex Friedman paper on Tesla Autopilot

    Human Side of Tesla Autopilot | MIT https://hcai.mit.edu/tesla-autopilot-human-side.pdf Edit: spelling error in title. Please moderators edit the title...
  8. heltok

    How will Tesla demo FSD?

    There is a chance we will very soon see a demo of FSD, maybe today. So how would they demo it? A bit more than two years ago Tesla released this demo: From what we can see there they at least had some motion flow, object detection, object prediction, driveable area, navigation, control and...

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