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URL https://openreview · 2019 · arXiv 2403.12459

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Bayesian Gated Non-Negative Contrastive Learning

cs.CV · 2026-05-27 · unverdicted · novelty 4.0

BayesNCL introduces variational inference with sparse Bernoulli prior for gated non-negative contrastive learning, claiming to resolve optimization conflicts and deliver 142.1% higher semantic consistency on ImageNet-100.

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  • Bayesian Gated Non-Negative Contrastive Learning cs.CV · 2026-05-27 · unverdicted · none · ref 1

    BayesNCL introduces variational inference with sparse Bernoulli prior for gated non-negative contrastive learning, claiming to resolve optimization conflicts and deliver 142.1% higher semantic consistency on ImageNet-100.