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Learning multiple layers of features from tiny images

5 Pith papers cite this work. Polarity classification is still indexing.

5 Pith papers citing it

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Consistency Models

cs.LG · 2023-03-02 · conditional · novelty 8.0

Consistency models achieve fast one-step generation with SOTA FID of 3.55 on CIFAR-10 and 6.20 on ImageNet 64x64 by directly mapping noise to data, outperforming prior distillation techniques.

Preventing Latent Rehearsal Decay in Online Continual SSL with SOLAR

cs.LG · 2026-04-12 · unverdicted · novelty 6.0

SOLAR prevents latent rehearsal decay in online continual SSL by adaptively managing replay buffers with deviation proxies and an explicit overlap loss, delivering both fast convergence and state-of-the-art final accuracy on vision benchmarks.

Verification of Machine Unlearning is Fragile

cs.LG · 2024-08-01 · unverdicted · novelty 6.0

Verification of machine unlearning is fragile because model providers can use adversarial unlearning to pass checks while keeping data influence.

The Platonic Representation Hypothesis

cs.LG · 2024-05-13 · unverdicted · novelty 5.0

Representations learned by large AI models are converging toward a shared statistical model of reality.

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  • Consistency Models cs.LG · 2023-03-02 · conditional · none · ref 32

    Consistency models achieve fast one-step generation with SOTA FID of 3.55 on CIFAR-10 and 6.20 on ImageNet 64x64 by directly mapping noise to data, outperforming prior distillation techniques.