Machine Learning

Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025 Efficiently Identifying Watermarked Segments in Mixed-Source Texts ACL 2025 Efficiently learning and sampling multimodal distributions with data-based initialization COLT 2025 Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs ICLR 2025 Efficiently Parameterized Neural Metriplectic Systems ICLR 2025 Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity EMNLP 2025 Efficiently Serving Large Multimodal Models Using EPD Disaggregation ICML 2025 Efficiently Vectorized MCMC on Modern Accelerators ICML 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark ICLR 2025 Efficient Methods for Non-stationary Online Learning JMLR 2025 Efficient Model Development through Fine-tuning Transfer EMNLP 2025 Efficient Model Editing with Task-Localized Sparse Fine-tuning ICLR 2025 Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow ICML 2025 EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration WACV 2025 Efficient Motion-Aware Video MLLM CVPR 2025 Efficient Motion Prompt Learning for Robust Visual Tracking ICML 2025 EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025 Efficient Multi-modal Long Context Learning for Training-free Adaptation ICML 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Efficient Multi-Policy Evaluation for Reinforcement Learning AAAI 2025 Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination ICML 2025 Efficient Multi-view Clustering via Reinforcement Contrastive Learning IJCAI 2025 Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025 Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries COLT 2025