Continuous Optimization

DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning AAAI 2025 Dense Match Summarization for Faster Two-view Estimation CVPR 2025 Densest k-Subgraph Mining via a Provably Tight Relaxation AAAI 2025 Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025 De-singularity Subgradient for the q-th-Powered lₚ-Norm Weber Location Problem AAAI 2025 Deterministic Sparse Fourier Transform for Continuous Signals with Frequency Gap ICML 2025 DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025 Differentially Private Analysis for Binary Response Models: Optimality, Estimation, and Inference ICML 2025 Dimension-Free Adaptive Subgradient Methods with Frequent Directions ICML 2025 DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction ICML 2025 Discontinuity-aware Normal Integration for Generic Central Camera Models ICCV 2025 Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal ICML 2025 Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold ICML 2025 Diversified Flow Matching with Translation Identifiability ICML 2025 DRaM-LHM: A Quaternion Framework for Iterative Camera Pose Estimation ICCV 2025 DRM Revisited: A Complete Error Analysis JMLR 2025 DTZO: Distributed Trilevel Zeroth Order Learning with Provable Non-Asymptotic Convergence ICML 2025 Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant ICML 2025 Dynamic angular synchronization under smoothness constraints JMLR 2025 EBS-EKF: Accurate and High Frequency Event-based Star Tracking CVPR 2025 Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization ICML 2025 Efficient Differentiable Approximation of Generalized Low-rank Regularization IJCAI 2025 Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance ICML 2025 Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025 Efficiently Identifying Watermarked Segments in Mixed-Source Texts ACL 2025