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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.

Unleashing the Ultimate Entertainment!", Entertainment videos,cats videos, Dog videos, Bunny's videos natural environment videos, and related much more

4 Followers

Rummble" is an exciting and dynamic mobile application that revolutionizes the way people explore and discover local experiences. It serves as a comprehensive platform where users can connect with their surroundings, uncover hidden gems, and engage in spontaneous adventures. At its core, Rummble is a location-based discovery app that combines elements of social networking, travel, and personalized recommendations. It harnesses the power of advanced algorithms and user-generated content to offer a highly tailored experience for each individual user. Upon launching Rummble, users are greeted with a sleek and intuitive interface that presents a map-based view of their current location. The app leverages geolocation technology to provide real-time information about nearby points of interest, including restaurants, cafes, landmarks, attractions, events, and more. What sets Rummble apart is its emphasis on personalization and social interaction. Through an intelligent recommendation system, the app learns from each user's preferences, interests, and previous activities to curate custom-tailored suggestions. Whether someone is a foodie, an art enthusiast, an adventure seeker, or a nightlife lover, Rummble adapts to their unique tastes, ensuring they receive relevant and exciting recommendations. Additionally, Rummble fosters a vibrant community of users who can share their own experiences, reviews, and recommendations through the app's social features. Users can create personalized profiles, follow friends and influencers, and engage in discussions about their favorite places. This social aspect creates a sense of connectedness and enables users to tap into the collective knowledge of the Rummble community. The app also integrates various functionalities to enhance the exploration process. Users can save their favorite places, create personalized lists, and share their discoveries with others. Rummble's seamless integration with external services allows users to book reservations, purchase tickets, or access exclusive offers directly through the app. Rummble strives to make local exploration not only convenient but also delightful and memorable. By encouraging users to step out of their comfort zones and try new experiences, it fosters a sense of adventure and curiosity about the world around them. In summary, Rummble is a groundbreaking mobile application that empowers users to uncover the hidden gems of their surroundings. With its personalized recommendations, vibrant social community, and seamless integration of features, Rummble is a must-have tool for anyone seeking to embark on exciting journeys and create unforgettable memories. Rummble" is an exciting and dynamic mobile application that revolutionizes the way people explore and discover local experiences. It serves as a comprehensive platform where users can connect with their surroundings, uncover hidden gems, and engage in spontaneous adventures. At its core, Rummble is a location-based discovery app that combines elements of social networking, travel, and personalized recommendations. It harnesses the power of advanced algorithms and user-generated content to offer a highly tailored experience for each individual user. Upon launching Rummble, users are greeted with a sleek and intuitive interface that presents a map-based view of their current location. The app leverages geolocation technology to provide real-time information about nearby points of interest, including restaurants, cafes, landmarks, attractions, events, and more. What sets Rummble apart is its emphasis on personalization and social interaction. Through an intelligent recommendation system, the app learns from each user's preferences, interests, and previous activities to curate custom-tailored suggestions. Whether someone is a foodie, an art enthusiast, an adventure seeker, or a nightlife lover, Rummble adapts to their unique tastes, ensuring they receive relevant and exciting recommendations. Additionally, Rummble fosters a vibrant community of users who can share their own experiences, reviews, and recommendations through the app's social features. Users can create personalized profiles, follow friends and influencers, and engage in discussions about their favorite places. This social aspect creates a sense of connectedness and enables users to tap into the collective knowledge of the Rummble community. The app also integrates various functionalities to enhance the exploration process. Users can save their favorite places, create personalized lists, and share their discoveries with others. Rummble's seamless integration with external services allows users to book reservations, purchase tickets, or access exclusive offers directly through the app. Rummble strives to make local exploration not only convenient but also delightful and memorable. By encouraging users to step out of their comfort zones and try new experiences, it fosters a sense of adventure and curiosity about the world around them. In summary, Rummble is a groundbreaking mobile application that empowers users to uncover the hidden gems of their surroundings. With its personalized recommendations, vibrant social community, and seamless integration of features, Rummble is a must-have tool for anyone seeking to embark on exciting journeys and create unforgettable memories. Rummble" is an exciting and dynamic mobile application that revolutionizes the way people explore and discover local experiences. It serves as a comprehensive platform where users can connect with their surroundings, uncover hidden gems, and engage in spontaneous adventures. At its core, Rummble is a location-based discovery app that combines elements of social networking, travel, and personalized recommendations. It harnesses the power of advanced algorithms and user-generated content to offer a highly tailored experience for each individual user. Upon launching Rummble, users are greeted with a sleek and intuitive interface that presents a map-based view of their current location. The app leverages geolocation technology to provide real-time information about nearby points of interest, including restaurants, cafes, landmarks, attractions, events, and more. What sets Rummble apart is its emphasis on personalization and social interaction. Through an intelligent recommendation system, the app learns from each user's preferences, interests, and previous activities to curate custom-tailored suggestions. Whether someone is a foodie, an art enthusiast, an adventure seeker, or a nightlife lover, Rummble adapts to their unique tastes, ensuring they receive relevant and exciting recommendations.

Men's Health related to Prostate

3 Followers

Enlarged prostate, or benign prostatic hyperplasia (BPH), affects many men as they age, leading to symptoms like urinary difficulties. Prostate health is crucial, with a focus on diets that can reduce the risk of prostate issues, including cancer. A balanced diet, avoiding foods that aggravate BPH symptoms, and incorporating prostate-friendly foods, is key. Factors like alcohol and caffeine intake also impact prostate health. Treatments for BPH range from lifestyle changes to medical interventions. Understanding these aspects and making informed dietary and lifestyle choices are essential for managing prostate health and reducing the risk of related complications.

RumbleBreakingBuzz" is a great choice for a news-related channel on Rumble. It conveys the idea of providing up-to-the-minute news and updates, which can be very appealing to viewers interested in current events.

2 Followers

Your source for the latest, most timely, and buzz-worthy news stories. We bring you breaking news, in-depth analysis, and up-to-the-minute updates on the hottest topics from around the world. Stay informed, stay engaged, and stay ahead of the news curve with RumbleBreakingBuzz

Wind and water related tech videos

2 Followers

Alternative energy related to water and wind, both as energy and harvesting flow from them, Be sure to check my other energy and mad science related channels! Solar and Photonic--> https://rumble.com/c/c-2676050 Magnetic--> https://rumble.com/c/c-2678150 Meta materials--> https://rumble.com/c/c-2678314 Replicator related development--> https://rumble.com/c/c-2557544 F.I.R.E. (space related tech channel) --> https://rumble.com/c/c-2652114 not tech specific channels? got them too! Knights of the round table discussions from Shazizz network--> https://rumble.com/c/c-2667864 Goggles--> https://rumble.com/c/c-2644514 cat videos of Gravy :) --> https://rumble.com/c/c-2544814

Sportify is a sports-focused channel that covers a wide range of sports and related content.

2 Followers

Sportify is a sports-focused channel that covers a wide range of sports and related content. Our team of dedicated sports enthusiasts provides the latest news, highlights, and analysis of various sporting events, including football, basketball, baseball, soccer, hockey, and more. Sportify also features interviews with athletes and coaches, as well as behind-the-scenes access to training and practices. Our channel offers a unique perspective on the world of sports, providing insights and analysis that go beyond the surface-level coverage provided by mainstream media. Whether you're a die-hard sports fan or simply looking to stay up-to-date on the latest happenings in the sports world, Sportify has something for you. Subscribe to our channel today and join the conversation about the games we love!

kittyrelatedtoturial

2 Followers

Rumble is a video-sharing platform that allows users to upload, share, and discover video content. It was launched in 2013 and has since grown to become a popular alternative to other video-sharing platforms like YouTube. Rumble focuses on user-generated content, with a particular emphasis on news, politics, and viral videos. The platform is known for its monetization options, which allow content creators to earn revenue from their videos through advertising and licensing deals. Rumble also features tools for video creators, such as video editing software and a music library. Overall, Rumble provides a platform for users to share and discover video content on a variety of topics, with a focus on providing opportunities for content creators to earn revenue from their work.