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Users can generate videos up to 1080p resolution, up to 20 sec long, and in widescreen, vertical or square aspect ratios. You can bring your own assets to extend, remix, and blend, or generate entirely new content from text.

We’ve discovered neurons in CLIP that respond to the same concept whether presented literally, symbolically, or conceptually. This may explain CLIP’s accuracy in classifying surprising visual renditions of concepts, and is also an important step toward understanding the associations and biases that CLIP and similar models learn. Fifteen years ago, Quiroga et al.1 discovered that the human brain possesses multimodal neurons. These neurons respond to clusters of abstract concepts centered around a common high-level theme, rather than any specific visual feature. The most famous of these was the “Halle Berry” neuron, a neuron featured in both Scientific American⁠(opens in a new window) and The New York Times⁠(opens in a new window), that responds to photographs, sketches, and the text “Halle Berry” (but not other names). Two months ago, OpenAI announced CLIP⁠, a general-purpose vision system that matches the performance of a ResNet-50,2 but outperforms existing vision systems on some of the most challenging datasets. Each of these challenge datasets, ObjectNet, ImageNet Rendition, and ImageNet Sketch, stress tests the model’s robustness to not recognizing not just simple distortions or changes in lighting or pose, but also to complete abstraction and reconstruction—sketches, cartoons, and even statues of the objects. Now, we’re releasing our discovery of the presence of multimodal neurons in CLIP. One such neuron, for example, is a “Spider-Man” neuron (bearing a remarkable resemblance to the “Halle Berry” neuron) that responds to an image of a spider, an image of the text “spider,” and the comic book character “Spider-Man” either in costume or illustrated. Our discovery of multimodal neurons in CLIP gives us a clue as to what may be a common mechanism of both synthetic and natural vision systems—abstraction. We discover that the highest layers of CLIP organize images as a loose semantic collection of ideas, providing a simple explanation for both the model’s versatility and the representation’s compactness.

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Raised $20,000,000 To Plant 20,000,000 Trees - Given millions to charity - Donated over 100 cars lol -Gave away a private island -Given away over 100 ps4s lol - Gave away 1 million dollars in one video Counted to 100k

Raised $20,000,000 To Plant 20,000,000 Trees - Given millions to charity - Donated over 100 cars lol -Gave away a private island -Given away over 100 ps4s lol - Gave away 1 million dollars in one video Counted to 100k

CAR CRASHES VIDEOS /COMPILATION

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Hello and welcome to our channel! Here you will find lots of fun for everyone. We create super funny compilations. You can watch a lot of funny videos about animals, pets, cats, dogs, kids, babies, fails and so on. We guarantee that you will laugh super hard and leave our channel with a smile on your face! WANNA MAKE YOUR PET FAMOUS? We are opened to all kind of interesting animal clips so feel free to share them with us. If you think your furry friend deserves to be famous, send us youtube links or clips of your pet to: digital.marketer2212@gmail.com COPYRIGHT ISSUES: The content in our compilations is licensed and used with authorization of the rights holder. If you have any questions about compilation or clip licensing, please contact us: digital.marketer2212@gmail.com You are free to share our videos' URL on any other social media and web pages. DO NOT REUPLOAD videos to your channel or any other channels. Reuploading our videos will result into a copyright strike.

this channel will update videos about wolf.dog.cat.and you can say all animal and in some time videos about natural

this channel will update videos about wolf.dog.cat.and you can say all animal \\nand in some time videos about natural

Relax with our videos. You can also use them as a screensaver on your TV in the office or at home

"UltraRelaxation" is dedicated to promoting and supporting emerging artists, including musicians, labels, composers, producers, photographers, and filmmakers, who aim to build a fan base. If any producer, label, artist, or photographer finds any issue with the music or video uploads, please reach out to us, and we will promptly remove the respective work. Your satisfaction is our priority! We are committed to discovering the finest and most enjoyable music for our audience. Our goal is to enhance your days with the music we share! Peace, love, and music. Additionally, I am a music producer actively involved in this project! Should you encounter any copyright concerns or have questions, please refrain from reporting. Kindly take the time to contact us via email, and we will respond within 48 hours.

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you can watch one video in my channel

you can watch one video in my channel

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