Optimization

DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025 Dual-Balancing for Physics-Informed Neural Networks IJCAI 2025 DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling CVPR 2025 Dynamic Acoustic Model Architecture Optimization in Training for ASR Interspeech 2025 Dynamic Algorithm Termination for Branch-and-Bound-based Neural Network Verification AAAI 2025 Dynamic Back-Substitution in Bound-Propagation-Based Neural Network Verification AAAI 2025 Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025 ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025 Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025 Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set ICML 2025 Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation CVPR 2025 Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025 Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025 ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces ICML 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 Enhancing Image Restoration Transformer via Adaptive Translation Equivariance ICCV 2025 Enhancing Logits Distillation with Plug&Play Kendall’s $τ$ Ranking Loss ICML 2025 ETA: Energy-based Test-time Adaptation for Depth Completion ICCV 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting AAAI 2025 Faster and Better LLMs via Latency-Aware Test-Time Scaling EMNLP 2025 Faster Convergence of Riemannian Stochastic Gradient Descent with Increasing Batch Size ACML 2025 Faster Double Adaptive Gradient Methods AAAI 2025