Two-View Accumulation as the Primary Training Lever for Hybrid-Capture Gaussian Splatting: A Variance-Decomposition View of When Gradient Surgery Helps
Fuente:
arXiv
Saved in:
| Main Author: | Cho, Sungjun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HGS: Hybrid Gaussian Splatting with Static-Dynamic Decomposition for Compact Dynamic View Synthesis
by: Zhang, Kaizhe, et al.
Published: (2025)
by: Zhang, Kaizhe, et al.
Published: (2025)
Hybrid Gaussian Splatting for Novel Urban View Synthesis
by: Omran, Mohamed, et al.
Published: (2025)
by: Omran, Mohamed, et al.
Published: (2025)
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
by: Yin, Ruihong, et al.
Published: (2024)
by: Yin, Ruihong, et al.
Published: (2024)
ViewSplat: View-Adaptive Dynamic Gaussian Splatting for Feed-Forward Synthesis
by: Jeong, Moonyeon, et al.
Published: (2026)
by: Jeong, Moonyeon, et al.
Published: (2026)
Sparse View Distractor-Free Gaussian Splatting
by: Gu, Yi, et al.
Published: (2026)
by: Gu, Yi, et al.
Published: (2026)
Scalable Indoor Novel-View Synthesis using Drone-Captured 360 Imagery with 3D Gaussian Splatting
by: Chen, Yuanbo, et al.
Published: (2024)
by: Chen, Yuanbo, et al.
Published: (2024)
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
by: Han, Liang, et al.
Published: (2024)
by: Han, Liang, et al.
Published: (2024)
Sparse-View 3D Gaussian Splatting in the Wild
by: Park, Wongi, et al.
Published: (2026)
by: Park, Wongi, et al.
Published: (2026)
SLGaussian: Fast Language Gaussian Splatting in Sparse Views
by: Chen, Kangjie, et al.
Published: (2024)
by: Chen, Kangjie, et al.
Published: (2024)
SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splatting
by: Sethuraman, Advaith V., et al.
Published: (2025)
by: Sethuraman, Advaith V., et al.
Published: (2025)
EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
by: Miao, Sheng, et al.
Published: (2025)
by: Miao, Sheng, et al.
Published: (2025)
Diabetic Retinopathy Grading with CLIP-based Ranking-Aware Adaptation:A Comparative Study on Fundus Image
by: Cho, Sungjun
Published: (2026)
by: Cho, Sungjun
Published: (2026)
Physically Inspired Gaussian Splatting for HDR Novel View Synthesis
by: Zeng, Huimin, et al.
Published: (2026)
by: Zeng, Huimin, et al.
Published: (2026)
Feed-Forward Gaussian Splatting from Sparse Aerial Views
by: Wu, Dongli, et al.
Published: (2026)
by: Wu, Dongli, et al.
Published: (2026)
Residual Gaussian Splatting for Ultra Sparse-View CBCT Reconstruction
by: Lin, Jian, et al.
Published: (2026)
by: Lin, Jian, et al.
Published: (2026)
Predictive Photometric Uncertainty in Gaussian Splatting for Novel View Synthesis
by: Galappaththige, Chamuditha Jayanga, et al.
Published: (2026)
by: Galappaththige, Chamuditha Jayanga, et al.
Published: (2026)
SGD: Street View Synthesis with Gaussian Splatting and Diffusion Prior
by: Yu, Zhongrui, et al.
Published: (2024)
by: Yu, Zhongrui, et al.
Published: (2024)
SparseLGS: Sparse View Language Embedded Gaussian Splatting
by: Hu, Jun, et al.
Published: (2024)
by: Hu, Jun, et al.
Published: (2024)
HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis
by: Wang, Xiaoyuan, et al.
Published: (2025)
by: Wang, Xiaoyuan, et al.
Published: (2025)
View-Dependent Uncertainty Estimation of 3D Gaussian Splatting
by: Han, Chenyu, et al.
Published: (2025)
by: Han, Chenyu, et al.
Published: (2025)
Generalizable and Relightable Gaussian Splatting for Human Novel View Synthesis
by: Sun, Yipengjing, et al.
Published: (2025)
by: Sun, Yipengjing, et al.
Published: (2025)
BrepGaussian: CAD reconstruction from Multi-View Images with Gaussian Splatting
by: Yu, Jiaxing, et al.
Published: (2026)
by: Yu, Jiaxing, et al.
Published: (2026)
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting
by: Wan, Yecong, et al.
Published: (2025)
by: Wan, Yecong, et al.
Published: (2025)
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
by: Yang, Ziyi, et al.
Published: (2024)
by: Yang, Ziyi, et al.
Published: (2024)
Multimodal-Prior-Guided Importance Sampling for Hierarchical Gaussian Splatting in Sparse-View Novel View Synthesis
by: Xiong, Kaiqiang, et al.
Published: (2026)
by: Xiong, Kaiqiang, et al.
Published: (2026)
Frequency-based View Selection in Gaussian Splatting Reconstruction
by: Li, Monica M. Q., et al.
Published: (2024)
by: Li, Monica M. Q., et al.
Published: (2024)
View-Consistent 3D Editing with Gaussian Splatting
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
by: Tang, Shengji, et al.
Published: (2024)
by: Tang, Shengji, et al.
Published: (2024)
EasySplat: View-Adaptive Learning makes 3D Gaussian Splatting Easy
by: Gao, Ao, et al.
Published: (2025)
by: Gao, Ao, et al.
Published: (2025)
AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views
by: Jiang, Lihan, et al.
Published: (2025)
by: Jiang, Lihan, et al.
Published: (2025)
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting
by: Jena, Shubhendu, et al.
Published: (2025)
by: Jena, Shubhendu, et al.
Published: (2025)
Intrinsic Geometry-Appearance Consistency Optimization for Sparse-View Gaussian Splatting
by: Xiong, Kaiqiang, et al.
Published: (2026)
by: Xiong, Kaiqiang, et al.
Published: (2026)
Tackling View-Dependent Semantics in 3D Language Gaussian Splatting
by: Cen, Jiazhong, et al.
Published: (2025)
by: Cen, Jiazhong, et al.
Published: (2025)
MVGSR: Multi-View Consistency Gaussian Splatting for Robust Surface Reconstruction
by: Hou, Chenfeng, et al.
Published: (2025)
by: Hou, Chenfeng, et al.
Published: (2025)
OracleGS: Grounding Generative Priors for Sparse-View Gaussian Splatting
by: Topaloglu, Atakan, et al.
Published: (2025)
by: Topaloglu, Atakan, et al.
Published: (2025)
Online 3D Gaussian Splatting Modeling with Novel View Selection
by: Lee, Byeonggwon, et al.
Published: (2025)
by: Lee, Byeonggwon, et al.
Published: (2025)
MVGS: Multi-view Regulated Gaussian Splatting for Novel View Synthesis
by: Du, Xiaobiao, et al.
Published: (2024)
by: Du, Xiaobiao, et al.
Published: (2024)
CuriGS: Curriculum-Guided Gaussian Splatting for Sparse View Synthesis
by: Wu, Zijian, et al.
Published: (2025)
by: Wu, Zijian, et al.
Published: (2025)
EndoGaussians: Single View Dynamic Gaussian Splatting for Deformable Endoscopic Tissues Reconstruction
by: Chen, Yangsen, et al.
Published: (2024)
by: Chen, Yangsen, et al.
Published: (2024)
OceanSplat: Object-aware Gaussian Splatting with Trinocular View Consistency for Underwater Scene Reconstruction
by: Kweon, Minseong, et al.
Published: (2026)
by: Kweon, Minseong, et al.
Published: (2026)
Similar Items
-
HGS: Hybrid Gaussian Splatting with Static-Dynamic Decomposition for Compact Dynamic View Synthesis
by: Zhang, Kaizhe, et al.
Published: (2025) -
Hybrid Gaussian Splatting for Novel Urban View Synthesis
by: Omran, Mohamed, et al.
Published: (2025) -
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
by: Yin, Ruihong, et al.
Published: (2024) -
ViewSplat: View-Adaptive Dynamic Gaussian Splatting for Feed-Forward Synthesis
by: Jeong, Moonyeon, et al.
Published: (2026) -
Sparse View Distractor-Free Gaussian Splatting
by: Gu, Yi, et al.
Published: (2026)