Efficient Computing

Parameter-Efficient Adapter Based on Pre-trained Models for Speech Translation Interspeech 2024 Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL 2024 Parameter-Efficient Fine-Tuning with Discrete Fourier Transform ICML 2024 Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks EMNLP 2024 Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024 Parameter-Inverted Image Pyramid Networks NeurIPS 2024 Parameterized Physics-informed Neural Networks for Parameterized PDEs ICML 2024 ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks CVPR 2024 Parametric model reduction of mean-field and stochastic systems via higher-order action matching NeurIPS 2024 PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation Adjustment EMNLP 2024 Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances NSDI 2024 Parrot: Efficient Serving of LLM-based Applications with Semantic Variable OSDI 2024 Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting NeurIPS 2024 PartialFormer: Modeling Part Instead of Whole for Machine Translation ACL 2024 Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract) AAAI 2024 Passengers' Safety Matters: Experiences of Deploying a Large-Scale Indoor Delivery Monitoring System NSDI 2024 Patch-Aware Sample Selection for Efficient Masked Image Modeling AAAI 2024 Patched Line Segment Learning for Vector Road Mapping AAAI 2024 PELA: Learning Parameter-Efficient Models with Low-Rank Approximation CVPR 2024 PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024 PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models NAACL 2024 PEM: Prototype-based Efficient MaskFormer for Image Segmentation CVPR 2024 Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization AAAI 2024 Performance Interfaces for Hardware Accelerators OSDI 2024 Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NeurIPS 2024