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dataset distillation

79 papers

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Also known as

DD

Co-occurring keywords

knowledge distillation (3725) synthetic dataset (169) synthetic datum (765) model compression (3302) neural network (6616) image classification (1944) data compression (49) image synthesis (603) diffusion model (3751) gradient matching (36)

Papers

Enhancing Dataset Distillation via Non-Critical Region Refinement CVPR 2025
Improving Noise Efficiency in Privacy-preserving Dataset Distillation ICCV 2025
Dataset Distillation via Vision-Language Category Prototype ICCV 2025
Heavy Labels Out! Dataset Distillation with Label Space Lightening ICCV 2025
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective CVPR 2025
Towards Universal Dataset Distillation via Task-Driven Diffusion CVPR 2025
OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025
Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025
Offline Behavior Distillation NIPS 2024
Efficient Dataset Distillation via Minimax Diffusion CVPR 2024
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching CVPR 2024
Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement CVPR 2024
D^4: Dataset Distillation via Disentangled Diffusion Model CVPR 2024
Color-Oriented Redundancy Reduction in Dataset Distillation NIPS 2024
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? NIPS 2024
DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation NAACL 2024
Dataset-Distillation Generative Model for Speech Emotion Recognition INTERSPEECH 2024
GSDD: Generative Space Dataset Distillation for Image Super-resolution AAAI 2024
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm CVPR 2024
Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation CVPR 2024
Textual Dataset Distillation via Language Model Embedding EMNLP 2024
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment NIPS 2024
A Label is Worth A Thousand Images in Dataset Distillation NIPS 2024
Provable and Efficient Dataset Distillation for Kernel Ridge Regression NIPS 2024
Generalizing Dataset Distillation via Deep Generative Prior CVPR 2023