| SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training | Nov 21, 2022 | cross-modal alignmentGPU | —Unverified | 0 | 0 |
| SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms | Jan 30, 2023 | Edge-computingGPU | —Unverified | 0 | 0 |
| SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection | Nov 22, 2019 | GPUNeural Architecture Search | —Unverified | 0 | 0 |
| SmolVLM: Redefining small and efficient multimodal models | Apr 7, 2025 | GPU | —Unverified | 0 | 0 |
| Snap ML: A Hierarchical Framework for Machine Learning | Mar 16, 2018 | BIG-bench Machine LearningGPU | —Unverified | 0 | 0 |
| SNeRF: Stylized Neural Implicit Representations for 3D Scenes | Jul 5, 2022 | GPUInductive Bias | —Unverified | 0 | 0 |
| S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction | Oct 18, 2018 | GPUJPEG Artifact Correction | —Unverified | 0 | 0 |
| CrAFT: Compression-Aware Fine-Tuning for Efficient Visual Task Adaptation | May 8, 2023 | GPUModel Compression | —Unverified | 0 | 0 |
| SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search | Jan 30, 2023 | GPUPolicy Gradient Methods | —Unverified | 0 | 0 |
| Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network | Feb 25, 2025 | DescriptiveDiagnostic | —Unverified | 0 | 0 |
| SOLIS -- The MLOps journey from data acquisition to actionable insights | Dec 22, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 | 0 |
| SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks | May 19, 2022 | CPUGPU | —Unverified | 0 | 0 |
| Solving Large Sequential Games with the Excessive Gap Technique | Oct 7, 2018 | counterfactualForm | —Unverified | 0 | 0 |
| Solving machine learning optimization problems using quantum computers | Nov 17, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 | 0 |
| Solving the Uncapacitated Single Allocation p-Hub Median Problem on GPU | Apr 14, 2017 | GPU | —Unverified | 0 | 0 |
| Sometimes Painful but Certainly Promising: Feasibility and Trade-offs of Language Model Inference at the Edge | Mar 12, 2025 | CPUGPU | —Unverified | 0 | 0 |
| Sort-free Gaussian Splatting via Weighted Sum Rendering | Oct 24, 2024 | 3DGS3D Scene Reconstruction | —Unverified | 0 | 0 |
| SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures | Jun 1, 2020 | GPU | —Unverified | 0 | 0 |
| Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers | Dec 12, 2020 | BIG-bench Machine LearningCode Classification | —Unverified | 0 | 0 |
| SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation | Nov 10, 2021 | CPUDeep Learning | —Unverified | 0 | 0 |
| DeepCEE: Efficient Cross-Region Model Distributed Training System under Heterogeneous GPUs and Networks | May 21, 2025 | GPUPhilosophy | —Unverified | 0 | 0 |
| PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation | Jan 26, 2023 | Deep LearningGPU | —Unverified | 0 | 0 |
| Sparfels: Fast Reconstruction from Sparse Unposed Imagery | May 4, 2025 | GPU | —Unverified | 0 | 0 |
| SparseDM: Toward Sparse Efficient Diffusion Models | Apr 16, 2024 | GPUVideo Generation | —Unverified | 0 | 0 |
| Sparse High Rank Adapters | Jun 19, 2024 | CPUGPU | —Unverified | 0 | 0 |