26 citations · 62 across the 11 of their papers we have counts for
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cs.LG2024
Learning Label Hierarchy with Supervised Contrastive Learning
Ruixue Lian, William A. Sethares, Junjie Hu
Supervised contrastive learning (SCL) frameworks treat each class as independent and thus consider all classes to be equally important. This neglects the common scenario in which l…
cs.LG2019★ 26 cited
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis
Zhongkai Sun, Prathusha Sarma, William Sethares +1
Multimodal language analysis often considers relationships between features based on text and those based on acoustical and visual properties. Text features typically outperform no…