SpecRegMatch: Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction

arXiv:2609.34111 · cs.AI, cs.CV · Submitted 2026-09-28 · Read on arXiv

cs.AI, cs.CV

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/sejin-sim/SpecRegMatch

Terminology

Consistency — 33× in this paper · explained in 3 episodes
Regularization — 28× in this paper · explained in 3 episodes
Semi-supervised Learning — 9× in this paper · explained in 4 episodes
Hyperparameters — 5× in this paper · explained in 2 episodes
Data Augmentation — 4× in this paper · explained in 7 episodes
Robustness — 4× in this paper · explained in 5 episodes
Ablation — 3× in this paper · explained in 1 episode
Alignment — 3× in this paper · explained in 1 episode
Pseudo-labeling — 3× in this paper · explained in 3 episodes
Pseudo-labels — 3× in this paper · explained in 2 episodes
Redundancy — 3× in this paper · explained in 2 episodes
Ablation Studies — 2× in this paper · explained in 1 episode
Steering — 2× in this paper · explained in 2 episodes
Transformer — 2× in this paper · explained in 2 episodes
1D CNN — 1× in this paper · explained in 2 episodes
Ablation study — 1× in this paper · explained in 1 episode
Accelerometer Data — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Adversarial Data Augmentation — 1× in this paper · explained in 1 episode
Generative Model — 1× in this paper · explained in 2 episodes
Mode Collapse — 1× in this paper · explained in 2 episodes
Semi-Supervised Learning (SSL) — 1× in this paper · explained in 2 episodes

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