dataset-distillation topic

List dataset-distillation repositories

GCond

106
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15
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[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"

verified publisher icon ChandlerBang

awesome-graph-reduction

91
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6
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[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

verified publisher icon Emory-Melody

baadd

30
Stars
3
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Code for Backdoor Attacks Against Dataset Distillation

verified publisher icon liuyugeng

SRe2L

90
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11
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(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.

verified publisher icon VILA-Lab

PoDD

32
Stars
1
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Official PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.

verified publisher icon AsafShul

Efficient-Dataset-Condensation

96
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13
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Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

verified publisher icon snu-mllab

DATM

70
Stars
4
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ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching

verified publisher icon NUS-HPC-AI-Lab