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

Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026
EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026
TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution AAAI 2026
Harmonic Dataset Distillation for Time Series Forecasting AAAI 2026
DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data AAAI 2026
Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026
Re-architecting Personalized Federated Learning for Demanding Edge Environments AAAI 2026
An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity AAAI 2026
CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026
Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation AAAI 2026
How Good Are Inducing Points for Dataset Distillation? (Student Abstract) AAAI 2026
Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025
FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation WACV 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
Dataset Distillation via the Wasserstein Metric ICCV 2025
Label Augmented Dataset Distillation WACV 2025
CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation ICCV 2025
Adaptive Dataset Quantization AAAI 2025
Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios CVPR 2025
Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025
OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025
Towards Universal Dataset Distillation via Task-Driven Diffusion CVPR 2025
Enhancing Dataset Distillation via Non-Critical Region Refinement CVPR 2025
DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025