Large language models have shown notable achievements in executing instructions, multi-turn conversations, and image-based question-answering tasks. These models include Flamingo, GPT-4V, and Gemini. The fast development of open-source Large Language Models, such as LLaMA and Vicuna, has greatly accelerated the evolution of open-source vision language models. These advancements mainly center on improving visual understanding by…

In the rapidly evolving digital imagery and 3D representation landscape, a new milestone is set by the innovative fusion of 3D Generative Adversarial Networks (GANs) with diffusion models. The significance of this development lies in its ability to address longstanding challenges in the field, particularly the scarcity of 3D training data and the complexities associated…

In virtual reality and 3D modeling, constructing dynamic, high-fidelity digital human representations from limited data sources, such as single-view videos, presents a significant challenge. This task demands an intricate balance between achieving detailed and accurate digital representations and the computational efficiency required for real-time applications. Traditional methods often grapple with rendering speeds and model fidelity…