Mind What Matters for Reasoning: Aligning Cross-Modal Attention via Selective Probability Mass Concentration

arXiv:2609.29940 · cs.CV, cs.AI · Submitted 2026-09-24 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-24

Updated: 2026-09-24

Terminology

Grounding — 37× in this paper · explained in 3 episodes
Benchmark — 20× in this paper · explained in 2 episodes
Hallucination — 20× in this paper · explained in 3 episodes
Alignment — 18× in this paper · explained in 1 episode
Aggregation — 10× in this paper · explained in 1 episode
Visual Grounding — 7× in this paper · explained in 2 episodes
Conference on Computer Vision and Pattern Recognition — 6× in this paper
Fine-Tuning — 6× in this paper · explained in 5 episodes
Multimodal Reasoning — 6× in this paper · explained in 5 episodes
Segmentation Masks — 6× in this paper · explained in 2 episodes
Mask Generation — 5× in this paper · explained in 2 episodes
Ablation — 4× in this paper · explained in 1 episode
Attention Mechanism — 4× in this paper · explained in 3 episodes
Calibration — 4× in this paper · explained in 7 episodes
Accuracy — 3× in this paper · explained in 1 episode
Adaptive Selection — 3× in this paper · explained in 1 episode
Chain-of-Thought Prompting — 3× in this paper · explained in 2 episodes
Instruction Tuning — 3× in this paper · explained in 2 episodes
Regularization — 3× in this paper · explained in 3 episodes
Robustness — 3× in this paper · explained in 5 episodes
Selective Probability Mass Concentration — 3× in this paper
Ablation study — 2× in this paper · explained in 1 episode
Core — 2× in this paper · explained in 2 episodes
LoRA Fine-Tuning — 2× in this paper · explained in 3 episodes
Sparsity — 2× in this paper · explained in 4 episodes
Adaptation — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Entanglement — 1× in this paper · explained in 4 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Instance Segmentation — 1× in this paper · explained in 3 episodes
Model-Agnostic — 1× in this paper · explained in 2 episodes
Multimodal Fusion — 1× in this paper · explained in 3 episodes
Semantic Alignment — 1× in this paper · explained in 3 episodes
Transformer — 1× in this paper · explained in 2 episodes
Visual Question Answering — 1× in this paper
alpha — 1× in this paper · explained in 1 episode

Terminology

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