Revisiting Multi-View Stereo: A Sequence-to-Sequence Formulation

arXiv:2609.24850 · cs.CV · Submitted 2026-09-21 · Read on arXiv

cs.CV

Submitted: 2026-09-21

Updated: 2026-09-21

Code: https://github.com/cdcseacave/openMVS

Terminology

AUC — 23× in this paper · explained in 2 episodes
Multi-view Stereo — 18× in this paper
Transformer — 16× in this paper · explained in 2 episodes
Accuracy — 11× in this paper · explained in 1 episode
Benchmark — 9× in this paper · explained in 2 episodes
Alignment — 6× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
Ablation study — 4× in this paper · explained in 1 episode
Embeddings — 4× in this paper · explained in 2 episodes
Regularization — 4× in this paper · explained in 3 episodes
Transformer Architecture — 4× in this paper · explained in 2 episodes
Consistency — 3× in this paper · explained in 3 episodes
Aleatoric Uncertainty — 2× in this paper · explained in 5 episodes
Generalization — 2× in this paper · explained in 13 episodes
Iterative Refinement — 2× in this paper · explained in 3 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Calibration — 1× in this paper · explained in 7 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Grounding — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 5 episodes
Sparse Attention — 1× in this paper · explained in 5 episodes

Sources

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