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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.

4 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.

Singer/Songwriter

3 Followers

Patrice Peris is an accomplished singer/songwriter. Some of Patrice’s performance highlights include Gillette Stadium, Fenway Park, T.D. Bank, DCU Center, Hard Rock Caf Summer and Winter Special Olympics, Boston’s 3-Day Walk for Cancer, Topsfield Fair, and Rhode Island College, where she opened for Universal/Motown artist Jada. Her music can be heard on the airwaves of Boston’s Kiss 108 FM and other regional stations, and she has received mentions in Pulse Magazine and on the International Artist Debut Radio. Even Europe is catching on, with a top German DJ regularly spinning her tracks. She has also earned private auditions for the CWs. The Pussycat Dolls Present: The Search for the Next Doll and NBCs The Voice. But beyond being an accomplished singer she is a seasoned voice coach with almost 10 years of coaching behind her!

"Viral Song: AI-Generated Hollywood Hits"

2 Followers

Welcome to Viral Song – your go-to destination for the latest and coolest AI-generated Hollywood-style music! From epic movie vibes to trending pop sounds, we bring you unique, catchy tunes created with the power of artificial intelligence. Whether you're here to discover something new or just vibe out, there's always something fresh to enjoy. Hit follow and join the viral wave of the future in music! Let me know if you’d like a more professional, humorous, or short version too!

Ai generated video

1 Follower

Welcome to the Future of Inspiration! On this channel, you'll find a powerful blend of AI-generated fusion videos and motivational content designed to elevate your mindset, fuel your creativity, and push you toward greatness. From stunning visual experiences crafted with cutting-edge AI to powerful speeches and uplifting messages, every video is created to move you, inspire you, and ignite your full potential. Subscribe now and join a growing community driven by innovation, passion, and purpose! Please support 🙏.

CNN operates

1 Follower

CNN operates as a division of Turner Broadcasting System, which is a subsidiary of Warner Media. CNN identifies itself as -- and is widely known to be - the most trusted source for news and information. The CNN umbrella includes nine cable and satellite television networks, two radio networks, the CNN Digital Network, which is the top network of news Web sites in the United States, and CNN Newsource, the world's most extensively syndicated news service. CNN is proud of our ability to bring you up-to-the-minute news from around the world, as a result of our many extensions.

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