EvenSplat: Coupled 2D-3D Decomposition for Gaussian Splatting under Exposure and Illumination Variation

arXiv:2610.01876 · cs.CV · Submitted 2026-10-01 · Read on arXiv

cs.CV

Submitted: 2026-10-01

Updated: 2026-10-01

Terminology

• Gaussian Splatting — 23× in this paper · explained in 4 episodes
• Benchmark — 14× in this paper · explained in 2 episodes
• Conference on Computer Vision and Pattern Recognition — 11× in this paper
• Regularization — 11× in this paper · explained in 3 episodes
• 3D Gaussian Splatting — 9× in this paper · explained in 2 episodes
• Ablation — 8× in this paper · explained in 1 episode
• High-Contrast Illumination — 8× in this paper
• Spatial Illumination Variation — 8× in this paper
• Consistency — 7× in this paper · explained in 3 episodes
• Cross-View Exposure Variation — 7× in this paper
• Novel View Synthesis — 5× in this paper
• Alignment — 4× in this paper · explained in 1 episode
• Embeddings — 4× in this paper · explained in 2 episodes
• Adaptation — 3× in this paper · explained in 1 episode
• Fidelity — 3× in this paper · explained in 2 episodes
• Pruning — 2× in this paper · explained in 4 episodes
• 3D Gaussian Splatting (3DGS) — 1× in this paper · explained in 4 episodes
• Ablation study — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Activation Function — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Aperture — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Guided attention — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Transformer — 1× in this paper · explained in 2 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement
• ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
• WildGaussians: 3D Gaussian Splatting in the Wild
• NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
• FiLM: Visual Reasoning with a General Conditioning Layer

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