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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.

9  Followers

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.

Level Up Your Minecraft Skills

9  Followers

Welcome to Level Up Your Minecraft Skils! Whether you're a newbie or a seasoned builder, this is your go-to spot for all things Minecraft. From epic builds and secret hacks to survival TIPS and creative adventures, we’ve got you covered. Join us as we explore NEW UPDATE, tackle challenges, and dive into the endless world of blocks. Whether you're here to get better or just to HAVE FUN, there's something for everyone. Let's craft, build, and level UP together!

AI-Generated Hits

7  Followers

Welcome to AI-Generated Hits, the ultimate destination for music lovers who crave cutting-edge sounds and revolutionary technology. Our channel is dedicated to exploring the world of artificial intelligence and machine learning as it intersects with the art of music production. Here, you'll find incredible performances, covers, and remixes that push the boundaries of what's possible with AI technology. From viral hits to experimental soundscapes, we showcase the best and brightest of the AI music scene. Join us on this exciting journey and discover the future of music today!

AI Generated Cartoons

5  Followers

Get ready to dive into a world of imagination where cutting-edge artificial intelligence brings cartoons to life! Here at Byte Size Cartoons, we use the power of AI to create unique, entertaining, and sometimes downright wacky animated stories, characters, and worlds. Whether you're into funny shorts, epic adventures, or just curious about what happens when creativity meets technology – there's something here for you. Every cartoon is 100% AI-generated and crafted to spark joy, laughs, and maybe a little curiosity too. 🎨 New episodes coming soon! 🤖 Fully AI-generated animation 👀 Kid-friendly fun for all ages (or specify if it’s for older audiences) 💡 Creative storytelling powered by machine learning magic Subscribe and join us on this wild animated journey – you’ve never seen cartoons like this before!

Welcome to "AI Daily Byte" - your daily dose of AI-generated content!

4  Followers

Welcome to "AI Daily Byte" - your daily dose of AI-generated content! Our mission is to keep you informed and entertained with cutting-edge AI applications in everyday life, education, and entertainment. All of our videos are created using artificial intelligence and feature our charming AI avatar, AIVA. Join our community to witness firsthand how AI is revolutionizing the world of content creation and stay updated on the latest AI advancements impacting society!

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