ENTITY
long-tailed recognition
long-tailed recognition
PulseAugur coverage of long-tailed recognition — every cluster mentioning long-tailed recognition across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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Papers · 30d
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2 over 90d
TIER MIX · 90D
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SENTIMENT · 30D
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RECENT · PAGE 1/1 · 2 TOTAL
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New contrastive learning method optimizes representation geometry for imbalanced datasets
Researchers have developed a new theoretical framework to understand representation geometry in supervised contrastive learning, particularly for datasets with long-tailed distributions. Their analysis revealed that exi…
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New SAMN method improves hyperparameter-friendly long-tailed recognition
Researchers have introduced a new method called Self-Adaptive Monotonic Normalization (SAMN) to address challenges in long-tailed recognition within deep learning. This approach aims to improve performance by enforcing …