3D Gaussian Splatting (3DGS) has emerged as a prominent technique with the potential to
become a mainstream method for 3D representations. It can effectively transform multi-view …

Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …

View-predictive generative models provide strong priors for lifting object-centric images and
videos into 3D and 4D through rendering and score distillation objectives. A question then …

Modern text-to-video synthesis models demonstrate coherent, photorealistic generation of
complex videos from a text description. However, most existing models lack fine-grained …

While diffusion models have shown impressive performance in 2D image/video generation,
diffusion-based Text-to-Multi-view-Video (T2MVid) generation remains underexplored. The …

In recent years, the increasing demand for dynamic 3D assets in design and gaming
applications has given rise to powerful generative pipelines capable of synthesizing high …

Significant progress has been made in text-to-video generation through the use of powerful
generative models and large-scale internet data. However, substantial challenges remain in …

We present ElastoGen, a knowledge-driven AI model that generates physically accurate 4D
elastodynamics. Unlike deep models that learn from video-or image-based observations …

Recent advances in 4D generation mainly focus on generating 4D content by distilling pre-
trained text or single-view image-conditioned models. It is inconvenient for them to take …

Recent advances in diffusion models have demonstrated exceptional capabilities in image
and video generation, further improving the effectiveness of 4D synthesis. Existing 4D …