pruning methods

4 papers

• Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
• FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models
• On the creation of narrow AI: hierarchy and nonlocality of neural network skills
• The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis