Optimization

3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt ICCV 2025 3D-GSW: 3D Gaussian Splatting for Robust Watermarking CVPR 2025 A (1+ε)-Approximation for Ultrametric Embedding in Subquadratic Time AAAI 2025 A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection AAAI 2025 A Budget Recipe for Finetuning a Long-form Legal Summarization Model AACL 2025 Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties AISTATS 2025 Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity AAAI 2025 Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization ICLR 2025 Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 Accelerated training through iterative gradient propagation along the residual path ICLR 2025 Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport ICLR 2025 Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025 Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding ICLR 2025 Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025 Accelerating Diffusion Transformer via Gradient-Optimized Cache ICCV 2025 Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition CVPR 2025 Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025 Accelerating neural network training: An analysis of the AlgoPerf competition ICLR 2025 Accelerating Neural ODEs: A Variational Formulation-based Approach ICLR 2025 Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators ICML 2025 Accelerating Proximal Gradient Descent via Silver Stepsizes COLT 2025 Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach ICML 2025 Accelerating Spectral Clustering under Fairness Constraints ICML 2025 Accelerating Training with Neuron Interaction and Nowcasting Networks ICLR 2025 Accurate Differential Operators for Hybrid Neural Fields CVPR 2025