most citedUnderstanding Hyperbolic Metric Learning through Hard Negative Sampling

7 citations · 7 across the 4 of their papers we have counts for

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cs.CV2026

Physical Knot Classification Beyond Accuracy: A Benchmark and Diagnostic Study

Shiheng Nie, Yunguang Yue

Physical knot classification is a challenging fine-grained recognition task in which the intended discriminative cue is rope crossing structure; however, high closed-set accuracy m…

cs.CV2024★ 7 cited

Understanding Hyperbolic Metric Learning through Hard Negative Sampling

Yun Yue, Fangzhou Lin, Guanyi Mou +1

In recent years, there has been a growing trend of incorporating hyperbolic geometry methods into computer vision. While these methods have achieved state-of-the-art performance on…