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| Flexible Dataset Distillation: Learn Labels Instead of Images | Jun 15, 2020 | Dataset DistillationData Summarization | CodeCode Available | 1 |
| Sequential estimation of Spearman rank correlation using Hermite series estimators | Dec 11, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Sequential Quantiles via Hermite Series Density Estimation | Jul 17, 2015 | Data SummarizationSequential Distribution Function Estimation | CodeCode Available | 1 |
| ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries | Apr 26, 2023 | Data SummarizationHallucination | CodeCode Available | 1 |
| Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? | Nov 17, 2019 | Data SummarizationDomain Adaptation | CodeCode Available | 1 |
| Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework | Oct 14, 2024 | Data SummarizationMulti-Task Learning | CodeCode Available | 1 |
| Semi-supervised Batch Active Learning via Bilevel Optimization | Oct 19, 2020 | Active LearningBilevel Optimization | CodeCode Available | 1 |
| Very Fast Streaming Submodular Function Maximization | Oct 20, 2020 | AstronomyData Summarization | CodeCode Available | 1 |
| Submodlib: A Submodular Optimization Library | Feb 22, 2022 | Data SummarizationDiversity | CodeCode Available | 1 |
| CO-Optimal Transport | Feb 10, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Dynamic Non-monotone Submodular Maximization | Nov 7, 2023 | Data Summarizationfeature selection | —Unverified | 0 |
| An Empirical and Comparative Analysis of Data Valuation with Scalable Algorithms | Sep 25, 2019 | Data SummarizationData Valuation | —Unverified | 0 |
| Dynamic data summarization for hierarchical spatial clustering | Nov 26, 2024 | ClusteringData Summarization | —Unverified | 0 |
| AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges | May 15, 2025 | AI AgentData Summarization | —Unverified | 0 |
| Distributed Submodular Cover: Succinctly Summarizing Massive Data | Dec 1, 2015 | ClusteringData Summarization | —Unverified | 0 |
| Dynamic Spatio-Temporal Summarization using Information Based Fusion | Oct 2, 2023 | Data SummarizationDecision Making | —Unverified | 0 |
| A Principled Approach to Data Valuation for Federated Learning | Sep 14, 2020 | Data SummarizationData Valuation | —Unverified | 0 |
| Data Summarization beyond Monotonicity: Non-monotone Two-Stage Submodular Maximization | Sep 11, 2023 | Data Summarization | —Unverified | 0 |
| Data Summarization at Scale: A Two-Stage Submodular Approach | Jun 7, 2018 | Data SummarizationVocal Bursts Valence Prediction | —Unverified | 0 |
| Data Summarization via Bilevel Optimization | Sep 26, 2021 | Active LearningBilevel Optimization | —Unverified | 0 |
| Deep Submodular Networks for Extractive Data Summarization | Oct 16, 2020 | Data SummarizationDiversity | —Unverified | 0 |
| Deletion-Robust Submodular Maximization: Data Summarization with "the Right to be Forgotten" | Aug 1, 2017 | Data SummarizationNews Recommendation | —Unverified | 0 |
| A Unified Framework for Task-Driven Data Quality Management | Jun 10, 2021 | Data SummarizationData Valuation | —Unverified | 0 |
| Analysis of Persian News Agencies on Instagram, A Words Co-occurrence Graph-based Approach | Feb 19, 2024 | Community DetectionData Summarization | —Unverified | 0 |
