Tagged articles

3D Gaussian

2 articles · Page 1 of 1
Machine Heart
Machine Heart
Jun 14, 2026 · Artificial Intelligence

GaussianDWM: 3D Gaussian Representation for Driving Understanding and Generation

GaussianDWM introduces a unified 3D Gaussian scene model that simultaneously supports autonomous‑driving perception and multimodal generation, embedding geometry, appearance and language semantics into LLM‑compatible tokens, and demonstrates superior visual‑grounding and RGB‑D generation performance on NuInteract and nuScenes compared with prior methods.

3D GaussianLLMMultimodal Generation
0 likes · 10 min read
GaussianDWM: 3D Gaussian Representation for Driving Understanding and Generation
Machine Heart
Machine Heart
May 15, 2026 · Artificial Intelligence

FreeOcc: The First Training‑Free Open‑Vocabulary 3D Occupancy Mapping System (RSS‑2026)

FreeOcc introduces a training‑free, open‑vocabulary 3D occupancy prediction framework that combines SLAM‑based pose estimation, 3D Gaussian Splatting, and pretrained vision‑language models to build globally consistent semantic maps, achieving over‑two‑fold IoU improvements on EmbodiedOcc‑ScanNet and strong zero‑shot generalization on the new ReplicaOcc benchmark.

3D GaussianFreeOccSLAM
0 likes · 19 min read
FreeOcc: The First Training‑Free Open‑Vocabulary 3D Occupancy Mapping System (RSS‑2026)