StereoGaussians: Feed-Forward 3D Gaussian Splatting from Stereo Images

arXiv:2609.38592 · cs.CV · Submitted 2026-09-29 · Read on arXiv

cs.CV

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

• Ablation — 14× in this paper · explained in 1 episode
• Gaussian Splatting — 14× in this paper · explained in 4 episodes
• Benchmark — 13× in this paper · explained in 2 episodes
• 3D Gaussian Splatting — 9× in this paper · explained in 2 episodes
• Calibration — 4× in this paper · explained in 7 episodes
• Fidelity — 4× in this paper · explained in 2 episodes
• Fine-Tuning — 4× in this paper · explained in 5 episodes
• Transformer — 4× in this paper · explained in 2 episodes
• alpha — 4× in this paper · explained in 1 episode
• 3D Gaussian Splatting (3DGS) — 2× in this paper · explained in 4 episodes
• Adaptation — 2× in this paper · explained in 1 episode
• Alignment — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Zero-Shot Transfer — 2× in this paper · explained in 4 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Feature Selection — 1× in this paper · explained in 4 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Optical Flow — 1× in this paper · explained in 2 episodes
• Synthetic Data Generation — 1× in this paper · explained in 5 episodes

Sources

• Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats
• Stereo-GS: Multi-View Stereo Vision Model for Generalizable 3D Gaussian Splatting Reconstruction
• Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
• AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views
• MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo
• WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting
• Sharp Monocular View Synthesis in Less Than a Second
• IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation
• ReSplat: Learning Recurrent Gaussian Splatting
• YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
• GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting

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