SemGS: Feed-Forward Semantic 3D Gaussian Splatting from Sparse Views for Generalizable Scene Understanding

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ye, Sheng, Dong, Zhen-Hui, Fan, Ruoyu, Lv, Tian, Liu, Yong-Jin
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

UniForward: Unified 3D Scene and Semantic Field Reconstruction via Feed-Forward Gaussian Splatting from Only Sparse-View Images
di: Tian, Qijian, et al.
Pubblicazione: (2025)

SemanticSplat: Feed-Forward 3D Scene Understanding with Language-Aware Gaussian Fields
di: Li, Qijing, et al.
Pubblicazione: (2025)

Feed-Forward Gaussian Splatting from Sparse Aerial Views
di: Wu, Dongli, et al.
Pubblicazione: (2026)

ProSplat: Improved Feed-Forward 3D Gaussian Splatting for Wide-Baseline Sparse Views
di: Lu, Xiaohan, et al.
Pubblicazione: (2025)

ArtSplat: Feed-Forward Articulated 3D Gaussian Splatting from Sparse Multi-State Uncalibrated Views
di: Lee, Inseo, et al.
Pubblicazione: (2026)

Gaussian in the Dark: Real-Time View Synthesis From Inconsistent Dark Images Using Gaussian Splatting
di: Ye, Sheng, et al.
Pubblicazione: (2024)

HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
di: Tang, Shengji, et al.
Pubblicazione: (2024)

GS4: Generalizable Sparse Splatting Semantic SLAM
di: Jiang, Mingqi, et al.
Pubblicazione: (2025)

SatSurfGS: Generalizable 2D Gaussian Splatting for Sparse-View Satellite Surface Reconstruction
di: Chen, Min, et al.
Pubblicazione: (2026)

ViewSplat: View-Adaptive Dynamic Gaussian Splatting for Feed-Forward Synthesis
di: Jeong, Moonyeon, et al.
Pubblicazione: (2026)

WorldSplat: Gaussian-Centric Feed-Forward 4D Scene Generation for Autonomous Driving
di: Zhu, Ziyue, et al.
Pubblicazione: (2025)

DelowlightSplat: Feed-Forward Gaussian Splatting for Lowlight 3D Scene Reconstruction
di: Jiang, Fuzhen, et al.
Pubblicazione: (2026)

DenoiseSplat: Feed-Forward Gaussian Splatting for Noisy 3D Scene Reconstruction
di: Jiang, Fuzhen, et al.
Pubblicazione: (2026)

NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting
di: Zheng, Yulong, et al.
Pubblicazione: (2025)

CLIP-GS: CLIP-Informed Gaussian Splatting for View-Consistent 3D Indoor Semantic Understanding
di: Liao, Guibiao, et al.
Pubblicazione: (2024)

SparseGS-W: Sparse-View 3D Gaussian Splatting in the Wild with Generative Priors
di: Li, Yiqing, et al.
Pubblicazione: (2025)

SRSplat: Feed-Forward Super-Resolution Gaussian Splatting from Sparse Multi-View Images
di: Hu, Xinyuan, et al.
Pubblicazione: (2025)

GIFSplat: Generative Prior-Guided Iterative Feed-Forward 3D Gaussian Splatting from Sparse Views
di: Chen, Tianyu, et al.
Pubblicazione: (2026)

SpectralSplat: Appearance-Disentangled Feed-Forward Gaussian Splatting for Driving Scenes
di: Herau, Quentin, et al.
Pubblicazione: (2026)

SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes
di: Huang, Yi-Hua, et al.
Pubblicazione: (2023)

Intern-GS: Vision Model Guided Sparse-View 3D Gaussian Splatting
di: Sun, Xiangyu, et al.
Pubblicazione: (2025)

SA-GS: Semantic-Aware Gaussian Splatting for Large Scene Reconstruction with Geometry Constrain
di: Xiong, Butian, et al.
Pubblicazione: (2024)

FLEG: Feed-Forward Language Embedded Gaussian Splatting from Any Views via Compact Semantic Representation
di: Tian, Qijian, et al.
Pubblicazione: (2025)

S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction
di: Zhang, Renhe, et al.
Pubblicazione: (2026)

EmbodiedSplat: Online Feed-Forward Semantic 3DGS for Open-Vocabulary 3D Scene Understanding
di: Lee, Seungjun, et al.
Pubblicazione: (2026)

F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting
di: Kim, Injae, et al.
Pubblicazione: (2026)

Towards Better Robustness: Pose-Free 3D Gaussian Splatting for Arbitrarily Long Videos
di: Dong, Zhen-Hui, et al.
Pubblicazione: (2025)

GlobalSplat: Efficient Feed-Forward 3D Gaussian Splatting via Global Scene Tokens
di: Itkin, Roni, et al.
Pubblicazione: (2026)

ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
di: Wang, Daniel, et al.
Pubblicazione: (2025)

Semantic Gaussians: Open-Vocabulary Scene Understanding with 3D Gaussian Splatting
di: Guo, Jun, et al.
Pubblicazione: (2024)

SparseSplat: Towards Applicable Feed-Forward 3D Gaussian Splatting with Pixel-Unaligned Prediction
di: Zhang, Zicheng, et al.
Pubblicazione: (2026)

CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization
di: Zhang, Jiawei, et al.
Pubblicazione: (2024)

LGDWT-GS: Local and Global Discrete Wavelet-Regularized 3D Gaussian Splatting for Sparse-View Scene Reconstruction
di: Salehi, Shima, et al.
Pubblicazione: (2026)

Z-Order Transformer for Feed-Forward Gaussian Splatting
di: Wang, Can, et al.
Pubblicazione: (2026)

LoopSparseGS: Loop Based Sparse-View Friendly Gaussian Splatting
di: Bao, Zhenyu, et al.
Pubblicazione: (2024)

TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction
di: Wang, Weijie, et al.
Pubblicazione: (2026)

DOC-GS: Dual-Domain Observation and Calibration for Reliable Sparse-View Gaussian Splatting
di: Li, Hantang, et al.
Pubblicazione: (2026)

MeshSplat: Generalizable Sparse-View Surface Reconstruction via Gaussian Splatting
di: Chang, Hanzhi, et al.
Pubblicazione: (2025)

360-GeoGS: Geometrically Consistent Feed-Forward 3D Gaussian Splatting Reconstruction for 360 Images
di: Yao, Jiaqi, et al.
Pubblicazione: (2026)

GPS-Gaussian+: Generalizable Pixel-wise 3D Gaussian Splatting for Real-Time Human-Scene Rendering from Sparse Views
di: Zhou, Boyao, et al.
Pubblicazione: (2024)