Demystify MambainVision: ALinearAttention Perspective
–Neural Information Processing Systems
Despite its efficiency, previous works [4, 39, 15, 16] proved that linear attention suffers from insufficient expressive power, making it impractical for real applications.
Neural Information Processing Systems
Feb-18-2026, 12:15:17 GMT
- Genre:
- Research Report > New Finding (0.46)
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning (1.00)
- Representation & Reasoning (0.67)
- Vision (0.69)
- Information Technology > Artificial Intelligence