contextual understanding

3 papers

• Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning
• Learning to Focus: Causal Attention Distillation via Gradient‐Guided Token Pruning
• PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling