Optimization

MOSEL: Inference Serving Using Dynamic Modality Selection EMNLP 2024 Most Influential Subset Selection: Challenges, Promises, and Beyond NeurIPS 2024 MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search NeurIPS 2024 Motor: Enabling Multi-Versioning for Distributed Transactions on Disaggregated Memory OSDI 2024 MPC-inspired reinforcement learning for verifiable model-free control L4DC 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited Data ICML 2024 MS-DETR: Efficient DETR Training with Mixed Supervision CVPR 2024 MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization Interspeech 2024 MTA4DPR: Multi-Teaching-Assistants Based Iterative Knowledge Distillation for Dense Passage Retrieval EMNLP 2024 MUCS@DravidianLangTech-2024: A Grid Search Approach to Explore Sentiment Analysis in Code-mixed Tamil and Tulu EACL 2024 Multi-agent assignment via state augmented reinforcement learning L4DC 2024 Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024 Multi-Class Support Vector Machine with Maximizing Minimum Margin AAAI 2024 Multi-Constellation-Inspired Single-Shot Global LiDAR Localization AAAI 2024 Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024 Multi-granularity Correspondence Learning from Long-term Noisy Videos ICLR 2024 Multi-Head Mixture-of-Experts NeurIPS 2024 Multi-label Learning with Random Circular Vectors ACL 2024 Multi-language Diversity Benefits Autoformalization NeurIPS 2024 Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning ICML 2024 Multi-LLM Debate: Framework, Principals, and Interventions NeurIPS 2024 Multi-modal Stance Detection: New Datasets and Model ACL 2024 Multi-model Ensemble Conformal Prediction in Dynamic Environments NeurIPS 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024