Optimization

An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models CVPR 2025 An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025 An Error Analysis of Flow Matching for Deep Generative Modeling ICML 2025 A New Perspective on Shampoo's Preconditioner ICLR 2025 A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization JMLR 2025 Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation ICML 2025 An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025 An Inverse Optimization Approach to Contextual Inverse Optimization IJCAI 2025 An Iterative Algorithm for Rescaled Hyperbolic Functions Regression AISTATS 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025 Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025 A Novel Convex Gaussian Min Max Theorem for Repeated Features AISTATS 2025 Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model ICCV 2025 Anytime Acceleration of Gradient Descent COLT 2025 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers CVPR 2025 A Physics-Informed Blur Learning Framework for Imaging Systems CVPR 2025 A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems ICML 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025 A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions COLT 2025 Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation CVPR 2025 Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding ICLR 2025 Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025 Approximate Differential Privacy of the ℓ_2 Mechanism ICML 2025