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.

The Screen Line Verified

4 Followers

Welcome to my new Rumble channel, dedicated to all things Star Citizen! I am a dedicated gamer and content creator who are passionate about exploring and showcasing the vast universe of Star Citizen. My channel is focused on providing a comprehensive and engaging experience for both newcomers and veteran players of the game. I aim to provide a variety of content, ranging from beginner's guides to in-depth ship reviews, to gameplay highlights and community events. My channel is designed to be interactive, with a strong emphasis on engaging with my audience. I encourage our viewers to share their ideas, feedback, and suggestions for future content. I want to create a vibrant community of Star Citizen enthusiasts who can come together to share their experiences and insights. So whether you are a seasoned Star Citizen veteran or a newcomer to the game, join me on our journey as we explore the universe of Star Citizen and share our experiences with the world. Don't forget to subscribe and hit the notification bell to stay up-to-date on all of my latest content! https://thescreenline.locals.com/

Ultimate Black Screen Relaxation Music. Sleep, Study & Meditation Ambient Sounds

4 Followers

Welcome to Liquid Dreams Music, your ultimate source for black screen relaxation music, designed to provide a serene and peaceful environment for sleep, meditation, studying, and stress relief. Our channel offers a vast collection of ambient sounds and calming music that is perfect for those who need to unwind, relax, and find inner peace. Whether you're looking for deep sleep music, soothing study tunes, or meditative background sounds, our black screen videos are crafted to meet your needs. we understand the importance of a distraction-free environment, which is why all our videos feature a black screen, allowing you to fully immerse yourself in the audio experience without the interference of visual stimuli. This makes our content ideal for nighttime relaxation, as the dark screen helps to reduce eye strain and create a tranquil atmosphere conducive to restful sleep. Our black screen relaxation music is also perfect for enhancing your focus and concentration during study sessions. The ambient sounds are carefully selected to help you maintain mental clarity and reduce stress, making it easier to absorb information and stay productive. For those who practice meditation, our channel provides the perfect soundscapes to help you achieve a deeper state of mindfulness and relaxation. The soothing tones and gentle rhythms guide you into a meditative state, helping you to connect with your inner self and achieve mental and emotional balance. In addition to sleep, study, and meditation, our black screen relaxation music is ideal for yoga practice, stress management, and creating a calming atmosphere in any environment. Whether you're looking to unwind after a long day, reduce anxiety, or simply enjoy a moment of peace, our channel offers the perfect audio experience to help you achieve your goals. We regularly update our channel with new content, ensuring that you always have access to fresh and relaxing sounds. Be sure to subscribe to the Channel and hit the notification bell so you never miss an upload. Our mission is to provide you with the highest quality relaxation music, and we are committed to helping you find peace and tranquility in your daily life. Join our growing community of subscribers who are transforming their sleep, study, and meditation routines with the power of black screen relaxation music. Whether you're looking to enhance your sleep quality, improve your focus, or achieve a deeper state of relaxation, We are here to support you on your journey to wellness. Thank you for choosing us as your trusted source for relaxation music.

Relax with our videos. You can also use them as a screensaver on your TV in the office or at home

3 Followers

"UltraRelaxation" is dedicated to promoting and supporting emerging artists, including musicians, labels, composers, producers, photographers, and filmmakers, who aim to build a fan base. If any producer, label, artist, or photographer finds any issue with the music or video uploads, please reach out to us, and we will promptly remove the respective work. Your satisfaction is our priority! We are committed to discovering the finest and most enjoyable music for our audience. Our goal is to enhance your days with the music we share! Peace, love, and music. Additionally, I am a music producer actively involved in this project! Should you encounter any copyright concerns or have questions, please refrain from reporting. Kindly take the time to contact us via email, and we will respond within 48 hours.

World 360° – Your Portal to Global News, Political Insights, and Beyond. Stay Aware, Stay Engaged, Stay Worldwise.

3 Followers

Welcome to World 360°, your ultimate source for global news, world updates, and in-depth political analysis. Immerse yourself in a 360-degree panorama of breaking news, cultural insights, and the latest political developments. Our dedicated team of journalists ensures you stay well-informed on world news, while our comprehensive coverage includes business, science, and more. Explore the world through our lens, where every headline unfolds a new dimension of information. World 360° — your go-to for staying connected to the pulse of global affairs. #WorldNews #GlobalUpdates #PoliticalInsights #BreakingNews #InternationalAffairs #CurrentEvents #GlobalPerspective #NewsAnalysis #CulturalNews #TopHeadlines #WorldPolitics #LatestNews #InDepthCoverage #WorldwideNews #DailyNewsDigest #GlobalTrends #NewsExploration #360News #CurrentAffairs #GlobalAwareness

Indain Movies And songs

3 Followers

Certainly, here's a channel description for "ScreenDreamscape": "Step into the enchanting realm of cinema with ScreenDreamscape, where reality and imagination collide on the silver screen. Our channel is a gateway to the world of movies, where dreams take shape and stories come alive. Join us as we journey through a tapestry of genres, from heartwarming dramas to pulse-pounding action, from mind-bending thrillers to whimsical fantasies. ScreenDreamscape is more than just a channel – it's an escape, a place to lose yourself in the magic of storytelling and explore the boundless creativity of filmmakers. Get ready to embark on a cinematic odyssey, where every frame is a brushstroke painting the canvas of your imagination. Subscribe, and let your dreams unfold on the screens of ScreenDreamscape."