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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.

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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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🗣️ A short description about this channel and all the things I do :- ⚡I make reaction video’s , like reacting to people’s talent , reacting to different stuffs that people do , motivational video’s etc . I make reaction video’s more , especially reacting to different stuff that people do , like stunts , drawing , soccer , basketball and so on . I make both short and long video’s . I am currently obsessed with short video’s , youtube’s new short video feature is absolutely fire 🔥💯. ⚡I collect video clips and first i upload it in my editor , All of my videos are created by me primarily using the editing programs After Effects , change backgrounds, overlay images and I give voice - over myself. Then finally i make thumbnail . I have learnt photo and video editing and constantly upgrade my knowledge to produce interesting content that never makes my audience bored . ⚡At the end of the day , I just want to make your day better 🤗💞 and make you aware that anything is possible . RESPECT - LIKE A BOSS! #respect #shorts #short Copyright Disclaimer under Section 107 of the copyright act 1976, allowance is made for fair use for purposes such as criticism, comment, news reporting, scholarship, and research. Fair use is a use permitted by copyright statute that might otherwise be infringing. Non-profit, educational or personal use tips the balance in favour of fair use.

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3 Followers

Hi friends how are you! respect video creator 🤗💯 🔥| all guys subscribe my channel and support me please 🙏😨 Let’s Get Respect Bringing Entertainment to a community of millions My channel name = ( Respect Master ) place give your love on my channel. 😞 My channel provide only shorts video like Respect video and amazing video in my YouTube Channel . I hope your can give me your 1 subscribe please 😭. #shorts #respect #attitude #youtubeshorts #viral #trending #tiktok #tiktokvideo 💕🤗 And you guys are Amazing 😎✌️ ♥️Thanks for watching

After Effects Brasil: Aprenda a criar vídeos incríveis com o software da Adobe!

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Olá, seja bem-vindo ao canal! Aqui você vai encontrar vídeos sobre o After Effects, o software da Adobe para criar animações e efeitos visuais incríveis. Você verá desde conceitos básicos até técnicas avançadas, passando por dicas e truques que vão facilitar o seu trabalho. Você também vai ver exemplos práticos de como usar o After Effects em diferentes tipos de projetos, como vídeos para redes sociais e muito mais. Se você quer aprender a dominar o After Effects e impressionar o seu público com suas criações, inscreva-se no canal e ative as notificações para não perder nenhum vídeo. Espero que goste do conteúdo!

Explore the Universe with NASA's Breathtaking Videos

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Welcome to SpaceSpectacle, your window to the cosmos and beyond! Immerse yourself in the captivating universe of space exploration as we bring you a curated collection of NASA's most remarkable videos. From the fiery birth of stars to the serene beauty of distant planets, our channel is your virtual front-row seat to the wonders of the universe. Embark on a celestial journey where science meets art, where the mysteries of the cosmos are unveiled in stunning high-definition visuals. Join our community of space enthusiasts, dreamers, and knowledge-seekers who share a fascination for the infinite expanse above us. Subscribe now to SpaceSpectacle and let's embark on a cosmic odyssey together!

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2 Followers

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Unexpectedly Funny Moments Caught on Camera

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Welcome to Daily Fun Videos 24by7! 🎉 Ready for a good laugh? You've come to the right place! Our channel is your ultimate destination for all things funny. From epic pranks and hilarious fails to side-splitting comedy sketches and adorable animal antics, we’ve got it all. What You'll Find Here: 😂 Epic Pranks: Watch as we pull off the funniest pranks and see the most priceless reactions! 🤣 Hilarious Fails: Enjoy a collection of the most entertaining fails that will make you laugh out loud. 🐶 Animal Antics: Get ready for the cutest and funniest animal videos that will melt your heart. 🎭 Comedy Sketches: Enjoy our original comedy sketches that will have you rolling on the floor laughing. 🎥 Funny Challenges: Join us in crazy and hilarious challenges that are sure to entertain. 👶 Kid Comedy: Delight in the funniest and most adorable moments featuring kids. Our mission is to bring a smile to your face and brighten your day with laughter. We believe that humor is the best medicine, and we’re here to provide you with a daily dose of joy. Why Follow us? Get your daily dose of laughter with our regular uploads. Join a community of fun-loving individuals who enjoy a good laugh. Never miss out on our latest and greatest funny videos! Join the Fun! Follow now and hit the bell icon 🔔 to stay updated with our latest uploads. Don’t forget to like, share, and comment on your favorite videos. Your support helps us keep the laughter coming! Thank you for watching and being part of our community. Get ready to laugh, share, and enjoy! Follow Now and let the fun begin!

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1 Follower

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Amazing respect video worldwide

1 Follower

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Digital Odyssey: Explore, Learn, Inspire through Engaging Videos"

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Welcome to our digital videos channel, your ultimate destination for captivating content that sparks curiosity, ignites imagination, and takes you on unforgettable journeys right from the screen. From thought-provoking documentaries that delve deep into the heart of various subjects, to entertaining and engaging tutorials that make learning a joyous experience, we're here to keep you informed, entertained, and inspired. Dive into our diverse collection of videos, where you'll find a rich tapestry of topics spanning from science and technology to arts and culture, from travel and adventure to lifestyle and wellness. Our carefully curated content is designed to cater to your interests and passions, whether you're a lifelong learner, an explorer at heart, or simply seeking a moment of digital escapism. Join us as we explore the fascinating intricacies of the world around us, share insights from experts and enthusiasts, and celebrate the beauty of human creativity and innovation. Whether you're seeking knowledge, entertainment, or a touch of inspiration, our digital videos are here to spark your curiosity and broaden your horizons. Subscribe now to embark on a journey of discovery with us!

Unveiling the Universe NASA's Spectacular Space Videos

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Unveiling the Universe NASA's Spectacular Space Videos Prepare to be amazed by NASA's captivating space exploration footage that unveils the hidden treasures of the universe. Witness stunning visual narratives of our journeys to other planets, encounters with cosmic phenomena, and the mesmerizing dance of celestial bodies. Delve into the heart of space science and discovery as we showcase the wonders that lie beyond our Earthly realm.

Respect video

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The Unconventional Adventure - Expect the Unexpected!

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Welcome to a world of unpredictability and nonconformity! In this video, we're taking you on an extraordinary journey filled with surprises, unique experiences, and everything out of the ordinary. Get ready to embrace the unconventional and expect the unexpected! In "The Unconventional Adventure," we're breaking away from the ordinary and exploring the extraordinary. From bizarre encounters to unconventional destinations, this video is a celebration of all things non-regular. Leave behind your expectations and open your mind to the limitless possibilities of this unconventional adventure. Join us as we delve into a realm where normalcy is challenged and conformity is left behind. From mind-bending art installations to offbeat activities, every moment will ignite your curiosity and inspire you to see the world through a different lens. Be prepared for a rollercoaster of emotions as we venture into uncharted territory. You'll laugh, you'll be amazed, and you'll be left questioning what you thought you knew. It's an invitation to embrace the extraordinary and find beauty in the unconventional. So fasten your seatbelt and get ready to embark on a one-of-a-kind journey that will leave you breathless and craving more. Welcome to "The Unconventional Adventure" where we redefine what it means to think outside the box and embrace the extraordinary.