| SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention | Jul 23, 2024 | Code GenerationGPU | —Unverified | 0 |
| SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking | Apr 9, 2019 | GPUObject Tracking | —Unverified | 0 |
| SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection | Nov 5, 2018 | 3D Object ClassificationClassification | —Unverified | 0 |
| Spotlight: Optimizing Device Placement for Training Deep Neural Networks | Jul 1, 2018 | CPUGPU | —Unverified | 0 |
| SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin | Feb 19, 2025 | GPULogical Reasoning | —Unverified | 0 |
| SpSC: A Fast and Provable Algorithm for Sampling-Based GNN Training | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| SqueezeMe: Efficient Gaussian Avatars for VR | Dec 19, 2024 | DecoderGPU | —Unverified | 0 |
| SqueezeNeRF: Further factorized FastNeRF for memory-efficient inference | Apr 6, 2022 | GPUNeRF | —Unverified | 0 |
| Stability Based Filter Pruning for Accelerating Deep CNNs | Nov 20, 2018 | GPUModel Compression | —Unverified | 0 |
| Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation | Dec 16, 2024 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Stable and low-precision training for large-scale vision-language models | Apr 25, 2023 | GPU | —Unverified | 0 |
| STACI: Spatio-Temporal Aleatoric Conformal Inference | May 27, 2025 | Gaussian ProcessesGPU | —Unverified | 0 |
| Stack-and-Delay: a new codebook pattern for music generation | Sep 15, 2023 | GPULanguage Modeling | —Unverified | 0 |
| Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search | Nov 15, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes | Mar 8, 2022 | DecoderGPU | —Unverified | 0 |
| Stage-based Hyper-parameter Optimization for Deep Learning | Nov 24, 2019 | Deep LearningGPU | —Unverified | 0 |
| StairNet: Visual Recognition of Stairs for Human-Robot Locomotion | Oct 31, 2023 | CPUDeep Learning | —Unverified | 0 |
| Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction | Aug 25, 2023 | Distributed ComputingGPU | —Unverified | 0 |
| STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent | Oct 3, 2023 | Bayesian InferenceGPU | —Unverified | 0 |
| Stanza: Layer Separation for Distributed Training in Deep Learning | Dec 27, 2018 | Deep LearningGPU | —Unverified | 0 |
| Stateful Large Language Model Serving with Pensieve | Dec 9, 2023 | CPUGPU | —Unverified | 0 |
| Static Batching of Irregular Workloads on GPUs: Framework and Application to Efficient MoE Model Inference | Jan 27, 2025 | GPUMixture-of-Experts | —Unverified | 0 |
| STAT: Shrinking Transformers After Training | May 29, 2024 | DecoderGPU | —Unverified | 0 |
| Steepest Descent Density Control for Compact 3D Gaussian Splatting | May 8, 2025 | 3DGSGPU | —Unverified | 0 |
| Stellar parameter prediction and spectral simulation using machine learning | Dec 12, 2024 | Computational EfficiencyCPU | —Unverified | 0 |
| STN-Homography: estimate homography parameters directly | Jun 6, 2019 | GPUHomography Estimation | —Unverified | 0 |
| Stochastic Communication Avoidance for Recommendation Systems | Nov 3, 2024 | Federated LearningGPU | —Unverified | 0 |
| Stochastic Engrams for Efficient Continual Learning with Binarized Neural Networks | Mar 27, 2025 | Computational EfficiencyContinual Learning | —Unverified | 0 |
| Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks | Feb 14, 2024 | GPU | —Unverified | 0 |
| StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting | Mar 31, 2025 | 3DGSGPU | —Unverified | 0 |
| Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking | May 11, 2022 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Stream-Based Ground Segmentation for Real-Time LiDAR Point Cloud Processing on FPGA | Aug 19, 2024 | CPUGPU | —Unverified | 0 |
| Streaming Krylov-Accelerated Stochastic Gradient Descent | May 11, 2025 | GPUStochastic Optimization | —Unverified | 0 |
| Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning | Oct 19, 2016 | GPU | —Unverified | 0 |
| Streaming Video Analytics On The Edge With Asynchronous Cloud Support | Oct 4, 2022 | Edge-computingGPU | —Unverified | 0 |
| Streamlining Image Editing with Layered Diffusion Brushes | May 1, 2024 | AttributeDenoising | —Unverified | 0 |
| STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies | Apr 22, 2024 | GPU | —Unverified | 0 |
| Studying the Practices of Deploying Machine Learning Projects on Docker | Jun 1, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models | Feb 9, 2021 | GPU | —Unverified | 0 |
| SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data | Jan 17, 2022 | GPU | —Unverified | 0 |
| SuperGSeg: Open-Vocabulary 3D Segmentation with Structured Super-Gaussians | Dec 13, 2024 | GPUObject Localization | —Unverified | 0 |
| Superkernel Neural Architecture Search for Image Denoising | Apr 19, 2020 | DenoisingGPU | —Unverified | 0 |
| SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks | Jan 13, 2018 | GPUManagement | —Unverified | 0 |
| SuperPADL: Scaling Language-Directed Physics-Based Control with Progressive Supervised Distillation | Jul 15, 2024 | GPUReinforcement Learning (RL) | —Unverified | 0 |
| Super-resolution Ultrasound Localization Microscopy through Deep Learning | Apr 20, 2018 | Deep LearningGPU | —Unverified | 0 |
| SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction | Jan 21, 2023 | GPUScheduling | —Unverified | 0 |
| Supervised Tree-Wasserstein Distance | Jan 27, 2021 | Document ClassificationGPU | —Unverified | 0 |
| Supporting renewable energy planning and operation with data-driven high-resolution ensemble weather forecast | May 7, 2025 | CPUGPU | —Unverified | 0 |
| Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform | Feb 28, 2025 | Distributed ComputingDiversity | —Unverified | 0 |
| Supporting Very Large Models using Automatic Dataflow Graph Partitioning | Jul 24, 2018 | GPUgraph partitioning | —Unverified | 0 |