Optimization

Feature-Mapping Topology Optimization with Neural Heaviside Signed Distance Functions ICML 2025 Feature out! Let Raw Image as Your Condition for Blind Face Restoration ICML 2025 Feature-Preserving Mesh Decimation for Normal Integration CVPR 2025 FedAGC: Federated Continual Learning with Asymmetric Gradient Correction ICCV 2025 FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors CVPR 2025 FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning CVPR 2025 FedECADO: A Dynamical System Model of Federated Learning ICML 2025 Federated Learning for Feature Generalization with Convex Constraints ICML 2025 Federated Residual Low-Rank Adaptation of Large Language Models ICLR 2025 Federated Stochastic Bilevel Optimization with Fully First-Order Gradients IJCAI 2025 Federated Unsupervised Domain Generalization Using Global and Local Alignment of Gradients AAAI 2025 FedHAN: A Cache-Based Semi-Asynchronous Federated Learning Framework Defending Against Poisoning Attacks in Heterogeneous Clients IJCAI 2025 FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking ICLR 2025 FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning ICML 2025 FedPop: Federated Population-based Hyperparameter Tuning AAAI 2025 FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization ICCV 2025 Feedback Favors the Generalization of Neural ODEs ICLR 2025 FERMI: Flexible Radio Mapping with a Hybrid Propagation Model and Scalable Autonomous Data Collection RSS 2025 Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models ICML 2025 FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program AAAI 2025 FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning ICCV 2025 Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models ICLR 2025 FIG: Flow with Interpolant Guidance for Linear Inverse Problems ICLR 2025 FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation CVPR 2025 Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment ICLR 2025