MambaX: Image Super-Resolution with State Predictive Control

arXiv:2511.18028 · cs.CV · Submitted 2025-11-22 · Read on arXiv

cs.CV

Submitted: 2025-11-22

Updated: 2026-09-21

Code: https://github.com/liangjiandeng/PanCollection

Terminology

Transformer — 12× in this paper · explained in 2 episodes
Multimodal Fusion — 5× in this paper · explained in 3 episodes
Nonlinear State Predictive Control — 5× in this paper
Alignment — 4× in this paper · explained in 1 episode
Ablation — 3× in this paper · explained in 1 episode
Accuracy — 3× in this paper · explained in 1 episode
Adaptability — 3× in this paper · explained in 1 episode
Cross-control Fusion — 3× in this paper
Fidelity — 3× in this paper · explained in 2 episodes
Adam — 2× in this paper · explained in 2 episodes
Consistency — 2× in this paper · explained in 3 episodes
Data Fusion — 2× in this paper · explained in 3 episodes
Feature Extraction — 2× in this paper · explained in 2 episodes
Foundation Model — 2× in this paper · explained in 3 episodes
Foundation Models — 2× in this paper · explained in 7 episodes
Ablation study — 1× in this paper · explained in 1 episode
Activation Function — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 3 episodes
CVF International Conference on Computer Vision — 1× in this paper
Core — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Iterative Refinement — 1× in this paper · explained in 3 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Objective Function — 1× in this paper · explained in 2 episodes
Peak Signal-to-Noise Ratio — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes
Spectral Angle Mapper — 1× in this paper
State Space Models (SSMs) — 1× in this paper · explained in 4 episodes

MambaX: Image Super-Resolution with State Predictive Control

Terminology

Sources

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