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dataset compression

9 papers

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dataset distillation (4) dataset condensation (3) neural network (2) synthetic data (2) data compression (2) knowledge distillation (2) model compression (2) gradient matching (1) sufficient dataset (1) graph dataset (1)

Papers

Adaptive Dataset Quantization AAAI 2025 Effective Data Distillation for Tabular Datasets (Student Abstract) AAAI 2024 GC-Bench: An Open and Unified Benchmark for Graph Condensation NeurIPS 2024 On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm CVPR 2024 Dataset Quantization ICCV 2023 Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective NeurIPS 2023 Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks NeurIPS 2022 Learning and Data Selection in Big Datasets ICML 2019 Stochastic Neighbor Compression ICML 2014