Optimization

Measuring memorization in RLHF for code completion ICLR 2025 Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs AACL 2025 Mechanism Design for Connecting Regions Under Disruptions AAAI 2025 Mechanism Design for Large Language Models (Extended Abstract) IJCAI 2025 MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025 ME: Modelling Ethical Values for Value Alignment AAAI 2025 Memory-Efficient 4-bit Preconditioned Stochastic Optimization ICCV 2025 Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025 MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models ACL 2025 MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning ICML 2025 Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation ICML 2025 Mergenetic: a Simple Evolutionary Model Merging Library ACL 2025 Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering ICLR 2025 MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices AAAI 2025 Meta-Continual Learning of Neural Fields ICLR 2025 Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning CVPR 2025 META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models COLING 2025 Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations ICLR 2025 MetaOptimize: A Framework for Optimizing Step Sizes and Other Meta-parameters ICML 2025 Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity ICLR 2025 Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization ICLR 2025 Metric assessment protocol in the context of answer fluctuation on MCQ tasks ACL 2025 Metric Clustering and Graph Optimization Problems using Weak Comparison Oracles COLT 2025 MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning ICML 2025 MFNeRF: Memory Efficient NeRF with Mixed-Feature Hash Table WACV 2025