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Dinov2: Learning robust visual features with- out supervision

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

2 Pith papers citing it

fields

cs.CV 2

years

2026 1 2025 1

verdicts

UNVERDICTED 2

representative citing papers

GRASP: Guided Residual Adapters with Sample-wise Partitioning

cs.CV · 2025-12-01 · unverdicted · novelty 5.0

GRASP applies deterministic conditioning-space partitioning and sample-wise residual adapters to improve tail-class fidelity, diversity, and downstream utility in flow matching models, outperforming full fine-tuning and MoE baselines on medical and ImageNet long-tail data.

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Showing 2 of 2 citing papers.

  • GRASP: Guided Residual Adapters with Sample-wise Partitioning cs.CV · 2025-12-01 · unverdicted · none · ref 27

    GRASP applies deterministic conditioning-space partitioning and sample-wise residual adapters to improve tail-class fidelity, diversity, and downstream utility in flow matching models, outperforming full fine-tuning and MoE baselines on medical and ImageNet long-tail data.

  • BlendFusion -- Scalable Synthetic Data Generation for Diffusion Model Training cs.CV · 2026-04-10 · unverdicted · none · ref 24

    BlendFusion uses path tracing on 3D scenes with targeted camera placement to produce higher-quality synthetic image-caption data for diffusion model training than direct generation methods.