Search Results - RepositoryStats

7

120

unknown

3

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

graph-coarsening machine-learning coreset-selection dataset-distillation graph-neural-networks

Created 2023-09-10

164 commits to main branch, last one 22 days ago

GCond ChandlerBang

16

117

unknown

4

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

dataset-distillation graph-neural-networks data-efficient-learning

Created 2021-10-15

35 commits to main branch, last one 3 months ago

SRe2L VILA-Lab

14

116

unknown

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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.

image-synthesis dataset-condensation dataset-distillation

Created 2023-06-22

77 commits to main branch, last one 4 months ago

Efficient-Dataset-Condensation snu-mllab

13

105

mit

2

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

dataset-condensation dataset-distillation

Created 2022-05-18

86 commits to main branch, last one 11 months ago

DATM NUS-HPC-AI-Lab

7

89

unknown

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

dataset-distillation

Created 2023-09-02

53 commits to main branch, last one 4 months ago

PoDD AsafShul

2

33

unknown

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

bptt cifar10 cifar100 compression cub200-2011 deep-learning tiny-imagenet computer-vision machine-learning dataset-distillation

Created 2024-03-11

4 commits to main branch, last one 3 months ago

baadd liuyugeng

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28

apache-2.0

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Code for Backdoor Attacks Against Dataset Distillation

backdoor-attacks dataset-distillation

Created 2022-12-28

22 commits to master branch, last one about a year ago