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Continual learning with knowl- edge distillation: A survey,

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cs.LG 1

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2026 1

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UNVERDICTED 1

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BicKD: Bilateral Contrastive Knowledge Distillation

cs.LG · 2026-02-01 · unverdicted · novelty 6.0

BicKD introduces a bilateral contrastive loss in knowledge distillation that strengthens class-wise orthogonality and intra-class consistency in predictive distributions, outperforming prior logit-based methods.

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  • BicKD: Bilateral Contrastive Knowledge Distillation cs.LG · 2026-02-01 · unverdicted · none · ref 20

    BicKD introduces a bilateral contrastive loss in knowledge distillation that strengthens class-wise orthogonality and intra-class consistency in predictive distributions, outperforming prior logit-based methods.