| SOT-MRAM based Sigmoidal Neuron for Neuromorphic Architectures | Jun 1, 2020 | GPU | —Unverified | 0 |
| Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers | Dec 12, 2020 | BIG-bench Machine LearningCode Classification | —Unverified | 0 |
| SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation | Nov 10, 2021 | CPUDeep Learning | —Unverified | 0 |
| DeepCEE: Efficient Cross-Region Model Distributed Training System under Heterogeneous GPUs and Networks | May 21, 2025 | GPUPhilosophy | —Unverified | 0 |
| PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation | Jan 26, 2023 | Deep LearningGPU | —Unverified | 0 |
| Sparfels: Fast Reconstruction from Sparse Unposed Imagery | May 4, 2025 | GPU | —Unverified | 0 |
| SparseDM: Toward Sparse Efficient Diffusion Models | Apr 16, 2024 | GPUVideo Generation | —Unverified | 0 |
| Sparse High Rank Adapters | Jun 19, 2024 | CPUGPU | —Unverified | 0 |
| Sparse Kernel Gaussian Processes through Iterative Charted Refinement (ICR) | Jun 21, 2022 | CPUGaussian Processes | —Unverified | 0 |
| Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning | Feb 24, 2024 | GPUparameter-efficient fine-tuning | —Unverified | 0 |
| Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip | Apr 26, 2018 | GPUNMT | —Unverified | 0 |
| SparsePipe: Parallel Deep Learning for 3D Point Clouds | Dec 27, 2020 | Deep LearningGPU | —Unverified | 0 |
| Sparser, Better, Faster GPU Parsing | Jun 1, 2014 | GPU | —Unverified | 0 |
| Sparse Sampling is All You Need for Fast Wrong-way Cycling Detection in CCTV Videos | May 12, 2024 | AllGPU | —Unverified | 0 |
| Spatially Covariant Lesion Segmentation | Jan 19, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Spatial Pyramid Context-Aware Moving Object Detection and Tracking for Full Motion Video and Wide Aerial Motion Imagery | Nov 5, 2017 | 3D Face ReconstructionFace Reconstruction | —Unverified | 0 |
| Spatial Sharing of GPU for Autotuning DNN models | Aug 8, 2020 | GPU | —Unverified | 0 |
| Spatiotemporal Decoupling for Efficient Vision-Based Occupancy Forecasting | Nov 21, 2024 | GPU | —Unverified | 0 |
| Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency | Apr 10, 2019 | GPUKnowledge Distillation | —Unverified | 0 |
| Spatiotemporally Consistent HDR Indoor Lighting Estimation | May 7, 2023 | DecoderGPU | —Unverified | 0 |
| Spatiotemporal singular value decomposition for denoising in photoacoustic imaging with low-energy excitation light source | Jul 9, 2022 | DenoisingGPU | —Unverified | 0 |
| SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning | Dec 17, 2020 | CPUGPU | —Unverified | 0 |
| SPEAR:Exact Gradient Inversion of Batches in Federated Learning | Mar 6, 2024 | Federated LearningGPU | —Unverified | 0 |
| SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs | Mar 20, 2025 | CPUGPU | —Unverified | 0 |
| SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting | Apr 11, 2025 | GPULanguage Modeling | —Unverified | 0 |
| Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting | Feb 24, 2024 | GPU | —Unverified | 0 |
| SpecGrav -- Detection of Gravitational Waves using Deep Learning | Jul 8, 2021 | AstronomyDeep Learning | —Unverified | 0 |
| Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction | May 17, 2024 | Chemical Reaction PredictionDecoder | —Unverified | 0 |
| Special Session: Approximation and Fault Resiliency of DNN Accelerators | May 31, 2023 | Autonomous DrivingGPU | —Unverified | 0 |
| Speckle Reduction with Trained Nonlinear Diffusion Filtering | Feb 24, 2017 | Computational EfficiencyGPU | —Unverified | 0 |
| speckle-tracking: a Software Suite for Ptychographic X-ray Speckle Tracking | Mar 28, 2020 | CPUGPU | —Unverified | 0 |
| SpecTracle: Wearable Facial Motion Tracking from Unobtrusive Peripheral Cameras | Aug 14, 2023 | GPU | —Unverified | 0 |
| Spectral Learning on Matrices and Tensors | Apr 16, 2020 | CPUDimensionality Reduction | —Unverified | 0 |
| Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion | Apr 11, 2025 | GPUReinforcement Learning (RL) | —Unverified | 0 |
| SpeeChain: A Speech Toolkit for Large-Scale Machine Speech Chain | Jan 8, 2023 | Data AugmentationGPU | —Unverified | 0 |
| Speeding up Convolutional Neural Networks with Low Rank Expansions | May 15, 2014 | CPUGPU | —Unverified | 0 |
| Speeding up Deep Learning with Transient Servers | Feb 28, 2019 | Deep LearningGPU | —Unverified | 0 |
| Speeding up Local Optimization in Vehicle Routing with Tensor-based GPU Acceleration | Jun 20, 2025 | AttributeComputational Efficiency | —Unverified | 0 |
| Speeding Up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary | Jul 1, 2017 | GPUMachine Translation | —Unverified | 0 |
| Speeding up Policy Simulation in Supply Chain RL | Jun 4, 2024 | GPU | —Unverified | 0 |
| Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations | Apr 21, 2023 | AllGPU | —Unverified | 0 |
| Speed of Light Exact Greedy Decoding for RNN-T Speech Recognition Models on GPU | Jun 6, 2024 | GPUspeech-recognition | —Unverified | 0 |
| Speed-optimized, Compact Student Models that Distill Knowledge from a Larger Teacher Model: the UEDIN-CUNI Submission to the WMT 2020 News Translation Task | Nov 1, 2020 | CPUGPU | —Unverified | 0 |
| Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction | Dec 28, 2021 | GPUQuantization | —Unverified | 0 |
| Speedy MASt3R | Mar 13, 2025 | 3D Scene ReconstructionGPU | —Unverified | 0 |
| SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Autonomous Agents | Feb 17, 2024 | GPUNeural Architecture Search | —Unverified | 0 |
| SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving | Jun 6, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Detection of Fast-Moving Objects with Neuromorphic Hardware | Mar 15, 2024 | GPUMoving Object Detection | —Unverified | 0 |
| SPILDL: A Scalable and Parallel Inductive Learner in Description Logic | Dec 1, 2024 | CPUGPU | —Unverified | 0 |
| Spin: An Efficient Secure Computation Framework with GPU Acceleration | Feb 4, 2024 | CPUGPU | —Unverified | 0 |