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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.

Survive The Great Reset – Adapt, Thrive, and Stay Free

4 Followers

Survive The Great Reset – Adapt, Thrive, and Stay Free Youtube Channel: https://www.youtube.com/@SurviveTheReset The world is changing fast. AI is taking over jobs, control is tightening, and the economy is shifting in ways most people don’t see coming. If you want to survive the reset, protect your income, and secure your future, this channel is for you. ✅ AI-Proof Careers & Digital Survival – Learn how to make money in a post-AI world. ✅ Prepping for the New Economy – Stay ahead of digital control and economic instability. ✅ Financial Independence & Crisis-Proof Wealth – Escape the collapsing system before it’s too late. Don't get left behind.

Sunsets and Speakeasies

4 Followers

Hey, 9-to-5 escape artists—welcome to Sunsets & Speakeasies, where your ‘someday’ dreams turn into ‘today’ adventures. We’re Marie (the Aussie babe) and Dustin (the friendly American dude), a fun-loving couple who swapped cubicles for cocktails and never looked back. Think of us as your globe-trotting BFFs, here to spill the tea on ditching the grind to chase a life full of passport stamps, gorgeous sunsets, and sipping speakeasy cocktails. We did it, and so can you. 🎥 Travel Inspiration & Tips – Stretch your budget, pack like a pro, and discover hidden gems. 🍴 Foodie Adventures – From street eats to fine dining—meals worth traveling for. 💡 Digital Nomad Hacks – Balancing work, wanderlust, and finding WiFi. ❤️ Relationship Real Talk – Laugh with us through the turbulence and TLC. SUBSCRIBE because it’s time to Turn Your dreams into Destinations. Jet Lag Never Felt So Good. ✈️ Insta: @sunsets_speakeasies

Talk about the strangeness and wonders of animals.

4 Followers

The wonders and strangeness of animals are many of course because animals are many and many species are many millions, and in each animal there is a strange aspect has been created in it, so the talk on this side will be by selecting the most famous wonders and strangeness in the animal world by describing animals and what they do strange things, it is that crocodiles swallow rocks that keep them in their stomachs to be more like a scaffold to help them balance themselves and be able to dive well...

Instituto Génesi de Desenvolvimento Humano e Teológico

4 Followers

" Bem vindos" ao meu canal, sou o pastor Kleber Wood Maciel do Instituto Génesi Teologia e Desenvolvimento Humano e meu objetivo é trazer informações relevantes que podem transformar sua vida! Através do desenvolvimento pessoal e da Palavra de D-us! Bacharel em Teologia - membro da AD Missão Serra Negra, ministério do Belém, na cidade de Pouso Alegre MG LIfe Coaching Bussines Coaching Líder Coaching Palestrante Line Analista Comportamental Master Coach em alta produtividade OMAPPA Profissional formado e credenciado pela Line Instituto e International Alliance Coordenador da Extensão da FAESP - Polo Sul de Minas em Pouso Alegre/MG Contatos: WhatsApp: 35992472341 Email: contato@institutogenesi.com.br ou kleberwood@gmail.com Fanpage: https://www.facebook.com/InstitutoGenesi Instagram: https://www.instagram.com/kleberwoodmaciel/ Site: https://www.institutogenesi.com.br

REGENERATE Health Summit

4 Followers

REGENERATE is an Australian holistic health summit shedding light on the causes and solutions of modern diseases that have accompanied our collective disconnection from our natural environment and naturally evolved foods. The three pillars of the REGENERATE are 1. Circadian & Quantum health 2. LAncestral diets 3. Regenerative Farming Events are held both regionally and in major cities in Australia. Head to www.regenerateaus.com to join the newsletter so you're notified when the next event launches.

Babar Autos All bike Repairing & Restoration petrol generator repairing all bike spare parts bike Review & bike parts Review Motorcycle Repairing

4 Followers

Assalamu alaikum friends welcome to Babar Autos All bike Repairing & Restoration petrol generator repairing all bike spare parts bike Review & bike parts Review Motorcycle Repairing tips NEW&USED&ANTIQUE & MODIFIED BIKES VIDEOS. Bikes Review & DETAIL BIKES COMPARISON VIDEOS OF ALL BRANDsDETAIL BIKES COMPARISON VIDEOS OF ALL BRANDS IN PAKISTAN OR INTERNATIONAL. all bike mechanics & Full Briefing & Details subscribe to my YouTube channel. Thank You