Optimization

Localized Zeroth-Order Prompt Optimization NeurIPS 2024 Locally Aligned Rectified Flow Model for Speech Enhancement Towards Single-Step Diffusion Interspeech 2024 Locally Differentially Private Decentralized Stochastic Bilevel Optimization with Guaranteed Convergence Accuracy ICML 2024 Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization ICML 2024 Local Search GFlowNets ICLR 2024 LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024 Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NeurIPS 2024 Logic-Skill Programming: An Optimization-based Approach to Sequential Skill Planning RSS 2024 Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference ICML 2024 LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024 LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024 Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning EMNLP 2024 Long-Tailed Learning as Multi-Objective Optimization AAAI 2024 Long-Term Fair Decision Making through Deep Generative Models AAAI 2024 Lookbehind-SAM: k steps back, 1 step forward ICML 2024 Loopy-SLAM: Dense Neural SLAM with Loop Closures CVPR 2024 LoRA+: Efficient Low Rank Adaptation of Large Models ICML 2024 LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search NeurIPS 2024 LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024 LoS: Local Structure-Guided Stereo Matching CVPR 2024 Loss Landscape Characterization of Neural Networks without Over-Parametrization NeurIPS 2024 Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding NAACL 2024