coreset selection

Adaptive Coreset Selection via Uncertainty-Density for Efficient Spam Detection (Student Abstract) AAAI 2026 Annotation-Efficient Coreset Selection for Context-dependent Segmentation CVPR 2026 Balanced Dataset Distillation via Modeling Multiple Visual Pattern Distribution CVPR 2026 Diffusion Reconstruction-based Data Likelihood Estimation for Core-Set Selection AAAI 2026 Diversity Preserving Coresets for Image Quality Assessment WACV 2026 Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026 Explore and Establish Synergistic Effects Between Weight Pruning and Coreset Selection in Neural Network Training AAAI 2026 FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection CVPR 2026 Mitigating Spurious Correlations with Memorization-Guided Dataset De-Biasing UAI 2026 Rethinking Dataset Distillation: Hard Truths about Soft Labels CVPR 2026 UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective AAAI 2026 Zero-Shot Coreset Selection via Iterative Subspace Sampling WACV 2026 Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-based Variational Inference UAI 2025 A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset AISTATS 2025 Adaptive Dataset Quantization AAAI 2025 Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation ACL 2025 CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching EMNLP 2025 Coreset Selection via Reducible Loss in Continual Learning ICLR 2025 Data Pruning by Information Maximization ICLR 2025 Does Training with Synthetic Data Truly Protect Privacy? ICLR 2025 Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization ICML 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics ICLR 2025 FedCS: Coreset Selection for Federated Learning CVPR 2025 LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025 Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ACL 2025