Optimization

Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations ICLR 2025 Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors ICLR 2025 Semi-Implicit Neural Ordinary Differential Equations AAAI 2025 Semi-Parametric Retrieval via Binary Bag-of-Tokens Index ICLR 2025 Semi-Supervised Blind Quality Assessment with Confidence-quantifiable Pseudo-label Learning for Authentic Images ICML 2025 Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations ICLR 2025 SensorFlow: Sensor and Image Fused Video Stabilization WACV 2025 SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process ICLR 2025 Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025 Sequence Modeling for Time-Optimal Quadrotor Trajectory Optimization with Sampling-based Robustness Analysis CoRL 2025 Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025 SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization ICML 2025 SET: Spectral Enhancement for Tiny Object Detection CVPR 2025 SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? ACL 2025 SFS: Smarter Code Space Search improves LLM Inference Scaling ICLR 2025 SGAD: Semantic and Geometric-aware Descriptor for Local Feature Matching ICCV 2025 SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SemEval 2025 Sharp Bounds for Sequential Federated Learning on Heterogeneous Data JMLR 2025 Sharper Bounds for Chebyshev Moment Matching, with Applications COLT 2025 Sharpness-Aware Black-Box Optimization ICLR 2025 Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations NAACL 2025 Sharpness-aware Zeroth-order Optimization for Graph Transformers IJCAI 2025 Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency ICML 2025 ShiftwiseConv: Small Convolutional Kernel with Large Kernel Effect CVPR 2025 ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning ICCV 2025