Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: dataset-distillation
VILA-Lab/SRe2L
(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.
Language: Python - Size: 34.4 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 90 - Forks: 11
VITA-Group/ProgressiveDD
[ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baharan Mirzasoleiman
Language: Python - Size: 4.3 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 3 - Forks: 0
NUS-HPC-AI-Lab/DATM
ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
Language: Python - Size: 14.3 MB - Last synced: 19 days ago - Pushed: 20 days ago - Stars: 71 - Forks: 5
zeyuanyin/SRe2L-CL
Continual Learning code for SRe2L paper (NeurIPS 2023 spotlight)
Language: Python - Size: 9.77 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0
ChandlerBang/GCond
[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"
Language: Python - Size: 75.6 MB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 105 - Forks: 15
Emory-Melody/awesome-graph-reduction
[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.
Size: 854 KB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 85 - Forks: 6
AsafShul/PoDD
Official PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.
Language: Python - Size: 12.3 MB - Last synced: 20 days ago - Pushed: 2 months ago - Stars: 33 - Forks: 1
XYGaoG/Graph-Condensation-Papers
Awesome Graph Condensation Papers
Size: 23.4 KB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0
EnnengYang/An-Efficient-Dataset-Condensation-Plugin
An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023
Language: Python - Size: 328 KB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
snu-mllab/Efficient-Dataset-Condensation
Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)
Language: Python - Size: 12 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 77 - Forks: 12
kghandour/dd3d
Dataset Distillation on 3D Point Clouds using Gradient Matching
Language: Python - Size: 17 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
liuyugeng/baadd
Code for Backdoor Attacks Against Dataset Distillation
Size: 1.95 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0
enkiwang/Dataset-distillation-papers
A collection of dataset distillation papers.
Size: 15.6 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0
