Rethinking Representation Geometry in Supervised Contrastive Learning under Long-Tailed Data

arXiv:2610.32039 · cs.LG, cs.AI, cs.CV, stat.ML · Submitted 2026-10-23 · Read on arXiv

cs.LG, cs.AI, cs.CV, stat.ML

Submitted: 2026-10-23

Updated: 2026-10-23

Terminology

• Contrastive Learning — 1× in this paper · explained in 8 episodes
• Representation Geometry — 1× in this paper · explained in 2 episodes

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