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| 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 |