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NIGERIANNEWSWORLDWIDE

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"Nigerian worldwide news encompasses the reporting and dissemination of events, issues, and developments that transcend national boundaries and have global significance. It encompasses a broad spectrum of topics, including geopolitics, international relations, conflicts, environmental issues, health crises, economic trends, and cultural phenomena. Through a network of international news agencies, media outlets, and digital platforms, nigerian worldwide news connects people from different parts of the globe, providing them with a comprehensive understanding of global affairs. It serves to bridge cultural divides, promote cross-cultural understanding, and highlight the interconnectedness of the world. From major global events to local stories with global implications, nigerian worldwide news shapes our understanding of the world and influences collective responses to global challenges."

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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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Desi Channel is 24x7 Infotainment Tv Channel running on Majority of Leading Platforms world wide. USA: SLING TV Powered By Dish Network, Roku , Air Tv Player CANADA: VMEDIA Ch. No. 802 , River Tv Ch. No. 507 , Toober Available at Shaw , Rogers and Videotron. India : Jio Tv, MX Player, DailyHunt, Yupp Tv, KaryTv Australia Newzealand : Real Tv, World Max , Cruze Tv For More Information Contact +91-9914089786, Mail Us : channeldesi@outlook.com