2026
A Robust Optimization Guided Pruning Framework for Vision and Large Language Models
ICML 2026poster
Pruning is a common approach to reduce the memory footprint and inference cost of large vision and language models. As these architectures continue to scale, one-shot pruning methods - i.e. approaches that prune the network without any retraining - have become increasingly attractive. Many popular o…