BayJarvis: Blogs on vision

vision Introduction to 3D Gaussian Splatting - 2023-12-25

3D Gaussian Splatting is revolutionizing the way we render photorealistic scenes in real-time. Originating from a need to render scenes from a minimal set of images, this technique is a breakthrough in the field of computer graphics. …

paper Denoising Diffusion Probabilistic Models - 2023-12-09

In the realm of image synthesis, a groundbreaking approach has emerged through Denoising Diffusion Probabilistic Models. This technique, inspired by nonequilibrium thermodynamics, represents a significant leap forward, blending the complexity of image generation with the elegance of probabilistic modeling. …

paper Unraveling the Complexities of Multimodal AI: Insights from Visual Instruction Tuning - 2023-11-30

In the realm of artificial intelligence, the confluence of visual and language data represents a groundbreaking shift. The Large Language and Vision Assistant (LLaVA) model exemplifies this evolution. Unlike traditional AI models, LLaVA integrates visual inputs with linguistic context, offering a more holistic understanding of both textual and visual data. …