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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.

Game it Up

3 Followers

The Ultimate Xbox channel that helps you stay up to date with the newest and latest Xbox games! We try to cover every New Xbox game the same day it releases and upload it a few hours after release. We get the games, record it, and show up to the first hour of gameplay with no commentary to help you decide if its a game for you! :) SCHEDULE: Monday: New Game First Look Videos Tuesday: New Game First Look Videos Wednesday: New Game First Look Videos Thursday: New Game First Look Videos Friday: New Game First Look Videos Saturday: Off Sunday: Off For any and all business inquiries, or if you have a game you would like us to showcase, feel free to email us at Gameitup1314@gmail.com

The Lean Start-Up Method: Revolutionizing the Startup World

3 Followers

Welcome to Lean Start-Up, your source for actionable insights and strategies for building successful startups. Our channel provides short, informative videos that cover a wide range of topics, from agile methodology to business growth. Whether you're a seasoned entrepreneur or just starting out, you'll find valuable information and guidance on how to take your startup to the next level. Our content is designed to help you make smart decisions, stay ahead of the curve, and achieve your goals. So, if you're passionate about startup success, hit the subscribe button and join our community of like-minded individuals who are dedicated to growth and success.

Backing up

3 Followers

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Got Back Up Team Verified

3 Followers

https://danielparsons.gotbackup.com/ Get Paid to Back Up Your Phone & Computers with the GLOBAL Got Back Up data storage business. Will help you with a solid income stream, the owners have paid out $300 million in commissions since 1997 and own their data center so it is smart to have this income stream, it is affordable for everyone and there are 6 Billion phones on the planet. 6 TB of Data For Just $9.97 a Month - Unlimited Devices I have my files, videos, photos already backed up as the download is simple, you back up your phones also. Instead of paying Dropbox, Google or Apple get paid for backing up your data. Income Disclaimer: Results depend on your efforts and skills. The reason Network Marketing has the word 'work' in it is that you have to share in order to get paid. Do not expect spill over. There is no competition as of September 2023 in the direct sales industry so the market is HUGE. For Questions: https://t.me/GotBackUpTeam

Spice Up Your Life: Exploring the Global Popularity of Indian Cuisine | The Ultimate Indian Food Journey

3 Followers

Delight in the Art of Flavor: Join us on a mouthwatering journey through culinary creativity! From sizzling stir-fries to decadent desserts, our Rumble channel is your ultimate destination for all things food. Unleash your inner chef as we explore diverse cuisines, share quick and easy recipes, and reveal secret tips from top chefs. Whether you're a seasoned foodie or just starting your culinary adventure, subscribe now and let's embark on a tantalizing expedition of taste together!

If you enjoy cooking, keep it up. It's the best feeling ever.

3 Followers

Not everyone in this world loves to cook. However, those who love to cook are really lucky, as are their families. It's a great experience that makes you happy and makes others happy too. If you enjoy cooking, keep it up. It's the best feeling ever. When others enjoy what you've cooked and give you comments about the food, you feel over the moon, proud, & accomplished. Especially when words of praise come, deep down you are definitely enjoying the moment. motivates me to cook even better next time On this Youtube channel I am sharing with you my easy & delicious recipes, vegan meat dishes, quick, easy, cheap meals & my favorite recipes.

Education opens up a world of opportunity

3 Followers

Videos to help with learning and understanding. Thank you for watching. Please follow, like and share. Positive comments are welcome. Copyright: All videos are the property of Education opens up a world of opportunity You are not approved to use these videos other than for personal viewing. You must not download any contents from this channel without prior permission. The creator of these videos does not accept any responsibility for any action taken by a viewer as a result of watching a video. All responsibility lies with the viewer.