OpenCodePapers

novel-view-synthesis-on-llff-3-view-sparse

Novel View Synthesis
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PaperCodePSNRSSIMLPIPSModelNameReleaseDate
Generative Sparse-View Gaussian Splatting24.820.7370.105GS-GS2025-06-11
StereoGS: Sparse-View 3D Gaussian Splatting via Stereo Priors✓ Link22.050.7830.147StereoGS (Ours*)2026-06-29
Confidence-Guided Multi-Scale Aggregation for Sparse-View High-Resolution 3D Gaussian Splatting20.980.7180.195CAGS2026-06-03
Improving Sparse-View 3DGS Generalization via Flat Minima Optimization✓ Link20.880.7310.184FlatMinGS2026-07-01
DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting20.760.7130.200DropGaussian2025-04-01
See In Detail: Enhancing Sparse-view 3D Gaussian Splatting with Local Depth and Semantic Regularization20.710.7080.205SIDGaussian (extra data)2025-01-20
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization20.450.7120.196CoR-GS2024-05-20
FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting✓ Link20.310.6520.288FSGS (extra data)2023-12-01
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis✓ Link19.860.6240.328SparseNeRF (extra data)2023-03-28
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian19.770.6250.273UGOT (extra data)2024-05-30
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization19.630.6120.308FreeNeRF2023-03-13
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis✓ Link19.340.6310.235FlipNeRF2023-06-30
Dense-SfM: Structure from Motion with Dense Consistent Matching✓ Link19.270.660.332Dense-SfM (RoMa+Ours)2025-01-24
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency✓ Link19.260.6440.316ReVoRF2024-03-26
DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization19.120.5910.294DNGaussian (extra data)2024-03-11
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs✓ Link19.080.5870.336RegNeRF (extra data)2021-12-01
EAP-GS: Efficient Augmentation of Pointcloud for 3D Gaussian Splatting in Few-shot Scene Reconstruction✓ Link18.930.63990.1792EAP-GS2025-06-11
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