representative sampling

Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025 RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025 Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection NeurIPS 2024 Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024 Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning CVPR 2024 DREAM: Efficient Dataset Distillation by Representative Matching ICCV 2023 Identifying Selection Bias from Observational Data AAAI 2023 Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023 Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022 Generating Representative Samples for Few-Shot Classification CVPR 2022 ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits ACML 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 Online Selection of Diverse Committees IJCAI 2021 DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier AAAI 2020 Bounding Uncertainty for Active Batch Selection AAAI 2019 Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019 Learning and Data Selection in Big Datasets ICML 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 Region-Based Message Exploration over Spatio-Temporal Data Streams AAAI 2019 New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018 Fast SVM Trained by Divide-and-Conquer Anchors IJCAI 2017 Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NeurIPS 2013 Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NeurIPS 2011 Active Learning by Querying Informative and Representative Examples NeurIPS 2010 Using Machine Learning to Guide Architecture Simulation JMLR 2006