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Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture Infilling

arXiv — cs.CV•Tuesday, October 28, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
A new study on arXiv introduces innovative methods for 3D and 4D generation that prioritize not just photorealism and efficiency, but also the preservation of a subject's identity from various angles. This approach, known as subject-driven generation, utilizes one or a few images of a specific subject to create visual content that truly reflects its essence. This advancement is significant as it enhances the personalization of digital content, making it more relatable and accurate, which could have wide-ranging applications in fields like gaming, virtual reality, and digital art.
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