Geometric Inconsistency Localization in Multi-View Image Sets

arXiv:2609.31247 · cs.CV, cs.AI, cs.CR, cs.MM · Submitted 2026-09-25 · Read on arXiv

cs.CV, cs.AI, cs.CR, cs.MM

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/IDLabMedia/DeformView-DEFECt3R

Terminology

Consistency — 45× in this paper · explained in 3 episodes
Aggregation — 12× in this paper · explained in 1 episode
AUC — 10× in this paper · explained in 2 episodes
Benchmark — 7× in this paper · explained in 2 episodes
Diffusion Model — 6× in this paper · explained in 8 episodes
Diffusion Models — 6× in this paper · explained in 6 episodes
Generative Model — 5× in this paper · explained in 2 episodes
Generative Models — 5× in this paper · explained in 2 episodes
Cosine Similarity — 2× in this paper · explained in 3 episodes
Synthetic Image Detection — 2× in this paper
Transformer — 2× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Explainability — 1× in this paper · explained in 3 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Grounding — 1× in this paper · explained in 3 episodes
Model-Agnostic — 1× in this paper · explained in 2 episodes
Optical Flow — 1× in this paper · explained in 2 episodes
Segmentation Masks — 1× in this paper · explained in 2 episodes
Verification — 1× in this paper · explained in 2 episodes

Sources

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