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The constant visibility of hands in our daily activities makes them crucial for a sense of self-embodiment. The problem is the need for a digital hand model that is photorealistic, personalized, and relightable. Photorealism ensures a realistic visual representation, personalization caters to…
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Integrating two-dimensional (2D) and three-dimensional (3D) data is a significant challenge. Models tailored for 2D images, such as those based on convolutional neural networks, need to be revised for interpreting complex 3D environments. Models designed for 3D spatial data, like point cloud…
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Avatar technology has become ubiquitous in platforms like Snapchat, Instagram, and video games, enhancing user engagement by replicating human actions and emotions. However, the quest for a more immersive experience led researchers from Meta and BAIR to introduce “Audio2Photoreal,” a groundbreaking method…
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Creating visual content using AI algorithms has become a cornerstone of modern technology. AI-generated images (AIGIs), particularly those produced via Text-to-Image (T2I) models, have gained prominence in various sectors. These images are not just digital representations but carry significant value in advertising,…
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Multimodal learning involves creating systems capable of interpreting and processing diverse data inputs like visual and textual information. Integrating different data types in AI presents unique challenges and opens doors to a more nuanced understanding and processing of complex data.
One significant…
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In recent research, a team of researchers has examined CLIP (Contrastive Language-Image Pretraining), which is a famous neural network that effectively acquires visual concepts using natural language supervision. CLIP, which predicts the most relevant text snippet given an image, has helped advance…
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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…
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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…
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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…
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The online shopping experience has been revolutionized by Virtual Try-On (VTON) technology, offering a glimpse into the future of e-commerce. This technology, pivotal in bridging the gap between virtual and physical shopping experiences, allows customers to picture how clothes will look on…