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Dataset Distillation

开山鼻祖

Dataset Distillation

Dataset Condensation with Gradient Matching

单步匹配

Dataset Condensation with Gradient Matching

Dataset Distillation by Matching Training Trajectories

多步匹配

Dataset Distillation by Matching Training Trajectories

Dataset Condensation with Distribution Matching

第一篇基于分布匹配的

Dataset Condensation with Distribution Matching

Dataset Condensation with Differentiable Siamese Augmentation

从data augmentation角度这个如何提高DD的效果

Dataset Condensation with Differentiable Siamese Augmentation

Dataset Condensation via Efficient Synthetic-Data Parameterization

从数据的paramterization角度

Dataset Condensation via Efficient Synthetic-Data Parameterization

Generalizing Dataset Distillation via Deep Generative Prior

生成角度

Generalizing Dataset Distillation via Deep Generative Prior

Multimodal Distillation Vision-Language Dataset Distillation

多模态提炼视觉语言数据集提炼

Multimodal Distillation Vision-Language Dataset Distillation

Low-Rank Similarity Mining for Multimodal Dataset Distillation

低秩相似性挖掘在多模态数据集提炼中的应用

Low-Rank Similarity Mining for Multimodal Dataset Distillation

Audio-Visual Dataset Distillation

音视频数据集提炼

Audio-Visual Dataset Distillation

Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation

超越模态崩溃：用于多模态数据集提炼的表征融合

Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation

Efficient Multimodal Dataset Distillation via Generative Models

基于生成模型的高效多模态数据集提炼

Efficient Multimodal Dataset Distillation via Generative Models

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Latest posts

Efficient Multimodal Dataset Distillation via Generative Models

Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation

Audio-Visual Dataset Distillation

Low-Rank Similarity Mining for Multimodal Dataset Distillation

Multimodal Distillation Vision-Language Dataset Distillation

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