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20242026
most citedA Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)

4 citations · 6 across the 9 of their papers we have counts for

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cs.LG2025

Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking

Weijian Deng, Weijie Tu, Ibrahim Radwan +3

Assessing model generalization under distribution shift is essential for real-world deployment, particularly when labeled test data is unavailable. This paper presents a unified an…

cs.LG2024★ 1 cited

What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions?

Weijie Tu, Weijian Deng, Liang Zheng +1

This work aims to develop a measure that can accurately rank the performance of various classifiers when they are tested on unlabeled data from out-of-distribution (OOD) distributi…