A Calibration Audit of Confidence in Feed-Forward 3D Reconstruction Models

arXiv:2608.29705 · cs.CV, cs.AI · Submitted 2026-08-30 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-08-30

Updated: 2026-09-10

Terminology

Calibration — 22× in this paper · explained in 7 episodes
Conformal Prediction — 6× in this paper · explained in 5 episodes
Conference on Computer Vision and Pattern Recognition — 5× in this paper
European Conference on Computer Vision — 3× in this paper
Frozen model — 3× in this paper · explained in 3 episodes
Optical Flow — 3× in this paper · explained in 2 episodes
Uncertainty Quantification — 3× in this paper · explained in 8 episodes
Aggregation — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
CVF International Conference on Computer Vision — 2× in this paper
Covariate Shift — 2× in this paper · explained in 2 episodes
AUC — 1× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Decode — 1× in this paper · explained in 2 episodes
Distribution Shift — 1× in this paper · explained in 6 episodes
Grounding — 1× in this paper · explained in 3 episodes
IEEE International Conference on Robotics and Automation — 1× in this paper
In International Conference on Machine Learning — 1× in this paper
Sparsity — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes

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