37 citations · 70 across the 6 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
Rethinking The Uniformity Metric in Self-Supervised Learning
Xianghong Fang, Jian Li, Qiang Sun +1
Uniformity plays an important role in evaluating learned representations, providing insights into self-supervised learning. In our quest for effective uniformity metrics, we pinpoi…
cs.LG2023★ 10 cited
GLIME: General, Stable and Local LIME Explanation
Zeren Tan, Yang Tian, Jian Li
As black-box machine learning models grow in complexity and find applications in high-stakes scenarios, it is imperative to provide explanations for their predictions. Although Loc…