Machine Learning

Efficient Network Automatic Relevance Determination ICML 2025 Efficient Neural Network Encoding for 3D Color Lookup Tables AAAI 2025 Efficient Noise Calculation in Deep Learning-based MRI Reconstructions ICML 2025 Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025 Efficient One-shot Compression via Low-Rank Local Feature Distillation NAACL 2025 Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition JMLR 2025 Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games ICLR 2025 Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data ICLR 2025 Efficient Online Reinforcement Learning for Diffusion Policy ICML 2025 Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution AAAI 2025 Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts ACL 2025 Efficient Optimal PAC Learning ALT 2025 Efficient Optimization Algorithms for Linear Adversarial Training AISTATS 2025 Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method ICML 2025 Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025 Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate ALT 2025 Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity ICML 2025 Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models ICLR 2025 Efficient Personalization of Quantized Diffusion Model without Backpropagation CVPR 2025 Efficient Personalized Adaptation for Physiological Signal Foundation Model ICML 2025 EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025 Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025 Efficient Progressive Image Compression with Variance-Aware Masking WACV 2025 Efficient Prompting for Continual Adaptation to Missing Modalities NAACL 2025 EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025