conftrace_

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

Frequency Domain-Based Dataset Distillation NIPS 2023
Sparse Parameterization for Epitomic Dataset Distillation NIPS 2023
Dataset Distillation with Convexified Implicit Gradients ICML 2023
DataDAM: Efficient Dataset Distillation with Attention Matching ICCV 2023
Dataset Quantization ICCV 2023
Rethinking Data Distillation: Do Not Overlook Calibration ICCV 2023
Few-Shot Dataset Distillation via Translative Pre-Training ICCV 2023
Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation CVPR 2023
Copyright-Certified Distillation Dataset: Distilling One Million Coins into One Bitcoin with Your Private Key AAAI 2023
Accelerating Dataset Distillation via Model Augmentation CVPR 2023
DREAM: Efficient Dataset Distillation by Representative Matching ICCV 2023
A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory ICML 2023
On the Size and Approximation Error of Distilled Datasets NIPS 2023
MGDD: A Meta Generator for Fast Dataset Distillation NIPS 2023
Sequential Subset Matching for Dataset Distillation NIPS 2023
Dataset Distillation with Attention Labels for Fine-tuning BERT ACL 2023
MIM4DD: Mutual Information Maximization for Dataset Distillation NIPS 2023
Label Poisoning is All You Need NIPS 2023
Dataset Distillation by Matching Training Trajectories CVPR 2022
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks NIPS 2022
Towards Fair Dataset Distillation for Text Classification EMNLP 2022
On Implicit Bias in Overparameterized Bilevel Optimization ICML 2022
Dataset Distillation via Factorization NIPS 2022
Dataset Distillation using Neural Feature Regression NIPS 2022