| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 | 0 |
| LPaintB: Learning to Paint from Self-Supervision | Jun 17, 2019 | GPUreinforcement-learning | —Unverified | 0 | 0 |
| LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models | Nov 18, 2024 | GPU | —Unverified | 0 | 0 |
| LS-CAT: A Large-Scale CUDA AutoTuning Dataset | Mar 26, 2021 | GPU | —Unverified | 0 | 0 |
| LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme | Jul 21, 2024 | CPUFraud Detection | —Unverified | 0 | 0 |
| LSR-Adapt: Ultra-Efficient Parameter Tuning with Matrix Low Separation Rank Kernel Adaptation | Feb 19, 2025 | GPUparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Network | Nov 4, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision Transformers | May 12, 2025 | GPUNeural Architecture Search | —Unverified | 0 | 0 |
| LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-time Rendering | Jan 1, 2024 | GPUNeRF | —Unverified | 0 | 0 |
| LUMION: Fast Fault Recovery for ML Jobs Using Programmable Optical Fabrics | May 29, 2025 | GPU | —Unverified | 0 | 0 |
| LVCSR System on a Hybrid GPU-CPU Embedded Platform for Real-Time Dialog Applications | Sep 1, 2016 | CPUGPU | —Unverified | 0 | 0 |
| LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models | Feb 4, 2025 | GPUVideo Understanding | —Unverified | 0 | 0 |
| LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator | Nov 4, 2021 | CPUGPU | —Unverified | 0 | 0 |
| M^2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension | Jul 1, 2024 | GPUReferring Expression | —Unverified | 0 | 0 |
| M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments | Nov 19, 2018 | DecoderGPU | —Unverified | 0 | 0 |
| M5: A Whole Genome Bacterial Encoder at Single Nucleotide Resolution | Jul 3, 2024 | GPU | —Unverified | 0 | 0 |
| M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining | Oct 8, 2021 | CPUGPU | —Unverified | 0 | 0 |
| MACH: Embarrassingly parallel K-class classification in O(dK) memory and O(KK + dK) time, instead of O(Kd) | Jan 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems | Mar 15, 2023 | Code GenerationCPU | —Unverified | 0 | 0 |
| Machine Learning for CUDA+MPI Design Rules | Mar 4, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 | 0 |
| Machine learning for ultrafast X-ray diffraction patterns on large-scale GPU clusters | Sep 11, 2014 | BIG-bench Machine LearningGPU | —Unverified | 0 | 0 |
| Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU | Dec 3, 2021 | Collision AvoidanceDepth Estimation | —Unverified | 0 | 0 |
| Machine Learning Training on a Real Processing-in-Memory System | Jun 13, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 | 0 |
| Machine Learning with Memristors via Thermodynamic RAM | Aug 14, 2016 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems | Oct 4, 2023 | Distributed ComputingGPU | —Unverified | 0 | 0 |
| MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis | Mar 17, 2025 | GPU | —Unverified | 0 | 0 |
| MagicVideo: Efficient Video Generation With Latent Diffusion Models | Nov 20, 2022 | GPUText-to-Video Generation | —Unverified | 0 | 0 |
| MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment | Jul 16, 2023 | GPUGraph Learning | —Unverified | 0 | 0 |
| Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds | Dec 10, 2024 | GPUTexture Synthesis | —Unverified | 0 | 0 |
| Making Asynchronous Stochastic Gradient Descent Work for Transformers | Jun 8, 2019 | GPUMachine Translation | —Unverified | 0 | 0 |
| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 | 0 |
| MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking | Nov 24, 2024 | GPUImage Enhancement | —Unverified | 0 | 0 |
| MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing | Dec 28, 2024 | GPUMamba | —Unverified | 0 | 0 |
| MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection | Dec 2, 2024 | Animal Pose EstimationGPU | —Unverified | 0 | 0 |
| Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs | Feb 24, 2023 | GPU | —Unverified | 0 | 0 |
| Map as The Hidden Sensor: Fast Odometry-Based Global Localization | Sep 20, 2019 | GPU | —Unverified | 0 | 0 |
| MAPLE: Microprocessor A Priori for Latency Estimation | Nov 30, 2021 | CPUDomain Adaptation | —Unverified | 0 | 0 |
| Mapping of Local and Global Synapses on Spiking Neuromorphic Hardware | Aug 13, 2019 | GPUimage-classification | —Unverified | 0 | 0 |
| MARCA: Mamba Accelerator with ReConfigurable Architecture | Sep 16, 2024 | CPUGPU | —Unverified | 0 | 0 |
| MarineGym: A High-Performance Reinforcement Learning Platform for Underwater Robotics | Mar 12, 2025 | BenchmarkingGPU | —Unverified | 0 | 0 |
| Markov Localisation using Heatmap Regression and Deep Convolutional Odometry | Jun 1, 2021 | GPUregression | —Unverified | 0 | 0 |
| Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval | Dec 26, 2023 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 | 0 |
| Mask Frozen-DETR: High Quality Instance Segmentation with One GPU | Aug 7, 2023 | GPUInstance Segmentation | —Unverified | 0 | 0 |
| Mass Estimation from Images using Deep Neural Network and Sparse Ground Truth | Aug 5, 2019 | GPUregression | —Unverified | 0 | 0 |
| Massively Distributed SGD: ImageNet/ResNet-50 Training in a Flash | Nov 13, 2018 | GPU | —Unverified | 0 | 0 |
| Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling | Sep 10, 2020 | GPU | —Unverified | 0 | 0 |
| Massively Scaling Explicit Policy-conditioned Value Functions | Feb 17, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Mastering Large Scale Multi-label Image Recognition with high efficiency overCamera trap images | Aug 18, 2020 | GPUMulti-Label Image Recognition | —Unverified | 0 | 0 |
| MatConvNet - Convolutional Neural Networks for MATLAB | Dec 15, 2014 | CPUGPU | —Unverified | 0 | 0 |
| Optimization-Driven Adaptive Experimentation | Aug 8, 2024 | GPUThompson Sampling | —Unverified | 0 | 0 |