One View Is Enough: In-the-Wild Monocular Pretraining for Novel View Generation

arXiv:2603.23488 · cs.CV · Submitted 2026-03-24 · Read on arXiv

cs.CV

Submitted: 2026-03-24

Updated: 2026-09-24

Terminology

Transformer — 15× in this paper · explained in 2 episodes
Benchmark — 12× in this paper · explained in 2 episodes
Generalization — 10× in this paper · explained in 13 episodes
Ablation — 7× in this paper · explained in 1 episode
Consistency — 7× in this paper · explained in 3 episodes
Diffusion Model — 6× in this paper · explained in 8 episodes
Diffusion Models — 5× in this paper · explained in 6 episodes
Generative Model — 5× in this paper · explained in 2 episodes
Fidelity — 4× in this paper · explained in 2 episodes
Gaussian Splatting — 4× in this paper · explained in 4 episodes
3D Gaussian Splatting — 3× in this paper · explained in 2 episodes
Ablation Studies — 3× in this paper · explained in 1 episode
Accuracy — 3× in this paper · explained in 1 episode
Adversarial Training — 3× in this paper · explained in 1 episode
Generative Models — 3× in this paper · explained in 2 episodes
Domain Shift — 2× in this paper · explained in 4 episodes
Point Clouds — 2× in this paper · explained in 2 episodes
alpha — 2× in this paper · explained in 1 episode
Abundance — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Adaptive Weighting — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Core — 1× in this paper · explained in 2 episodes
Distribution Shift — 1× in this paper · explained in 5 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Flow Matching — 1× in this paper · explained in 7 episodes
Grounding — 1× in this paper · explained in 3 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Rectified Flow — 1× in this paper · explained in 3 episodes
Regularization — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 5 episodes
Zero-Shot Transfer — 1× in this paper · explained in 3 episodes

Terminology

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