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conftrace_

dataset distillation

121 papers

DD

Papers

UniRain: Unified Image Deraining with RAG-based Dataset Distillation and Multi-objective Reweighted Optimization CVPR 2026 Adaptive Dataset Quantization AAAI 2025 Boost Self-Supervised Dataset Distillation via Parameterization, Predefined Augmentation, and Approximation ICLR 2025 Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator ICLR 2025 CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation ICCV 2025 CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025 Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation CVPR 2025 Dataset Distillation as Data Compression: A Rate-Utility Perspective ICCV 2025 Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks ICLR 2025 Dataset Distillation via the Wasserstein Metric ICCV 2025 Dataset Distillation via Vision-Language Category Prototype ICCV 2025 Dataset Distillation with Neural Characteristic Function: A Minmax Perspective CVPR 2025 DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025 Distilling Dataset into Neural Field ICLR 2025 Distilling Long-tailed Datasets CVPR 2025 Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025 Does Training with Synthetic Data Truly Protect Privacy? ICLR 2025 Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios CVPR 2025 Enhancing Dataset Distillation via Non-Critical Region Refinement CVPR 2025 FMD: Comprehensive Data Compression in Medical Domain via Fused Matching Distillation WACV 2025 GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost ICLR 2025 Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information ICLR 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization ICLR 2025 Heavy Labels Out! Dataset Distillation with Label Space Lightening ICCV 2025 Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025