Cover Image

DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Park, Hyunwoo, Ryu, Gun, Kim, Wonjun
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generalizable Human Gaussian Splatting via Multi-view Semantic Consistency
by: Kim, Jingi, et al.
Published: (2026)

Dropping Anchor and Spherical Harmonics for Sparse-view Gaussian Splatting
by: Fang, Shuangkang, et al.
Published: (2026)

Efficient multi-view training for 3D Gaussian Splatting
by: Choi, Minhyuk, et al.
Published: (2025)

PairDropGS: Paired Dropout-Induced Consistency Regularization for Sparse-View Gaussian Splatting
by: Li, Hantang, et al.
Published: (2026)

InstantSplat: Sparse-view Gaussian Splatting in Seconds
by: Fan, Zhiwen, et al.
Published: (2024)

DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering
by: Xu, Yexing, et al.
Published: (2025)

Multiview Geometric Regularization of Gaussian Splatting for Accurate Radiance Fields
by: Kim, Jungeon, et al.
Published: (2025)

See In Detail: Enhancing Sparse-view 3D Gaussian Splatting with Local Depth and Semantic Regularization
by: He, Zongqi, et al.
Published: (2025)

Per-Gaussian Embedding-Based Deformation for Deformable 3D Gaussian Splatting
by: Bae, Jeongmin, et al.
Published: (2024)

LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors
by: Yu, Hanyang, et al.
Published: (2024)

Segmentation-Driven Initialization for Sparse-view 3D Gaussian Splatting
by: Li, Yi-Hsin, et al.
Published: (2025)

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

DWTGS: Rethinking Frequency Regularization for Sparse-view 3D Gaussian Splatting
by: Nguyen, Hung, et al.
Published: (2025)

AA-Splat: Anti-Aliased Feed-forward Gaussian Splatting
by: Suh, Taewoo, et al.
Published: (2026)

MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views
by: Xu, Wangze, et al.
Published: (2024)

FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction
by: Xu, Jiale, et al.
Published: (2024)

Sparse-View 3D Gaussian Splatting in the Wild
by: Park, Wongi, et al.
Published: (2026)

Splatography: Sparse multi-view dynamic Gaussian Splatting for filmmaking challenges
by: Azzarelli, Adrian, et al.
Published: (2025)

EcoSplat: Efficiency-controllable Feed-forward 3D Gaussian Splatting from Multi-view Images
by: Park, Jongmin, et al.
Published: (2025)

studentSplat: Your Student Model Learns Single-view 3D Gaussian Splatting
by: Pan, Yimu, et al.
Published: (2026)

Compensating Spatiotemporally Inconsistent Observations for Online Dynamic 3D Gaussian Splatting
by: Yun, Youngsik, et al.
Published: (2025)

SmileSplat: Generalizable Gaussian Splats for Unconstrained Sparse Images
by: Li, Yanyan, et al.
Published: (2024)

ForestSplats: Deformable transient field for Gaussian Splatting in the Wild
by: Park, Wongi, et al.
Published: (2025)

Sparse View Distractor-Free Gaussian Splatting
by: Gu, Yi, et al.
Published: (2026)

Veta-GS: View-dependent deformable 3D Gaussian Splatting for thermal infrared Novel-view Synthesis
by: Nam, Myeongseok, et al.
Published: (2025)

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

SparseLGS: Sparse View Language Embedded Gaussian Splatting
by: Hu, Jun, et al.
Published: (2024)

S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting
by: Wan, Yecong, et al.
Published: (2025)

Targetless LiDAR-Camera Calibration with Neural Gaussian Splatting
by: Jung, Haebeom, et al.
Published: (2025)

Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
by: Hyung, Junha, et al.
Published: (2024)

Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty
by: Zhang, Saining, et al.
Published: (2024)

SLGaussian: Fast Language Gaussian Splatting in Sparse Views
by: Chen, Kangjie, et al.
Published: (2024)

Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction
by: Bonilla, Sierra, et al.
Published: (2024)

4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
by: Kim, Mijeong, et al.
Published: (2024)

TRAN-D: 2D Gaussian Splatting-based Sparse-view Transparent Object Depth Reconstruction via Physics Simulation for Scene Update
by: Kim, Jeongyun, et al.
Published: (2025)

Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives
by: Hanson, Alex, et al.
Published: (2024)

GaussianPOP: Principled Simplification Framework for Compact 3D Gaussian Splatting via Error Quantification
by: Lee, Soonbin, et al.
Published: (2026)

Optimized Minimal 4D Gaussian Splatting
by: Lee, Minseo, et al.
Published: (2025)

ParkGaussian: Surround-view 3D Gaussian Splatting for Autonomous Parking
by: Wei, Xiaobao, et al.
Published: (2026)

Drop-In Perceptual Optimization for 3D Gaussian Splatting
by: Ozyilkan, Ezgi, et al.
Published: (2026)