3D Vision

WaLa: a billion-parameter 3D generative model using wavelet encodings achieves state-of-the-art results, generating high-quality 3D shapes in seconds.

GaussianAnything: Interactive point cloud latent diffusion enables high-quality, editable 3D models from images or text, overcoming existing 3D generation limitations.

SAMPart3D: Zero-shot 3D part segmentation across granularities, scaling to large datasets & handling part ambiguity.

KMM: Key Frame Mask Mamba generates extended, diverse human motion from text prompts by innovatively masking key frames in the Mamba architecture and using contrastive learning for improved text-motio…

DimensionX generates photorealistic 3D and 4D scenes from a single image via controllable video diffusion, enabling precise manipulation of spatial structure and temporal dynamics.

GarVerseLOD introduces a novel dataset and framework for high-fidelity 3D garment reconstruction from a single image, achieving unprecedented robustness via a hierarchical approach and leveraging a ma…

GenXD: A unified model generating high-quality 3D & 4D scenes from any number of images, advancing the field of dynamic scene generation.

DreamPolish: A new text-to-3D model generates highly detailed 3D objects with polished surfaces and realistic textures using progressive geometry refinement and a novel domain score distillation tech…

DELTA: A new method efficiently tracks every pixel in 3D space from monocular videos, enabling accurate motion estimation across entire videos with state-of-the-art accuracy and over 8x speed improvem…