submodular optimization

B$^3$-Seg: Camera-Free, Training-Free 3DGS Segmentation via Analytic EIG and Beta-Bernoulli Bayesian Updates CVPR 2026 Den-TP: A Density-Balanced Data Curation and Evaluation Framework for Trajectory Prediction CVPR 2026 Greedily Maximizing Ex-Ante Fairness AAAI 2026 Grid Distillation: Compositional Image Distillation via Structured Generative Grids CVPR 2026 IDCR: Information-Directed Conformal Retrieval UAI 2026 Learnability-Driven Submodular Optimization for Active Roadside 3D Detection CVPR 2026 SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition WACV 2026 Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts WACV 2026 Which Directions Matter? Sparse Design for Affine Robust Optimization UAI 2026 Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection ICLR 2025 Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 DELIFT: Data Efficient Language model Instruction Fine-Tuning ICLR 2025 Evaluating Compound AI Systems through Behaviors, Not Benchmarks EMNLP 2025 Fair Submodular Cover ICLR 2025 LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models ICCV 2025 LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025 Models That Are Interpretable But Not Transparent AISTATS 2025 Online and Streaming Algorithms for Constrained k-Submodular Maximization AAAI 2025 Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting AAAI 2025 Procurement Auctions via Approximately Optimal Submodular Optimization ICML 2025 ToMA: Token Merge with Attention for Diffusion Models ICML 2025 Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models UAI 2025 A Submodular Optimization Approach to Accountable Loan Approval AAAI 2024 Combinatorial Stochastic-Greedy Bandit AAAI 2024 Decision-Focused Evaluation of Worst-Case Distribution Shift UAI 2024