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cs.LG2026
Can Capability Enhancement be Localized?
Anh Tuan Nguyen, Anna Bair, Zico Kolter
Transformer-based language models have shown strong capabilities across many tasks and domains. However, prior work shows that, for a given task, not all attention heads matter equ…
cs.LG2023★ 3 cited
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Anna Bair, Hongxu Yin, Maying Shen +2
Robustness and compactness are two essential attributes of deep learning models that are deployed in the real world. The goals of robustness and compactness may seem to be at odds,…