| RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition | Feb 19, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation | Dec 12, 2023 | GPUMulti-Person Pose Estimation | —Unverified | 0 |
| RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose | Mar 13, 2023 | 2D Human Pose Estimation2D Pose Estimation | —Unverified | 0 |
| Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices | Jun 16, 2023 | Code GenerationGPU | —Unverified | 0 |
| Runtime Performances Benchmark for Knowledge Graph Embedding Methods | Nov 5, 2020 | CPUGPU | —Unverified | 0 |
| S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs | May 30, 2024 | GPUQuantization | —Unverified | 0 |
| S^3: Increasing GPU Utilization during Generative Inference for Higher Throughput | Jun 9, 2023 | GPULanguage Modeling | —Unverified | 0 |
| S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation | Nov 4, 2020 | Autonomous DrivingEdge-computing | —Unverified | 0 |
| SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs | Oct 8, 2016 | CPUGPU | —Unverified | 0 |
| SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction | Mar 4, 2018 | GPUTime Series | —Unverified | 0 |
| Salient Object Detection With Pyramid Attention and Salient Edges | Jun 1, 2019 | Edge DetectionGPU | —Unverified | 0 |
| SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences | Jun 29, 2022 | CPUGPU | —Unverified | 0 |
| Sampling-based Distributed Training with Message Passing Neural Network | Feb 23, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Sampling Based Scene-Space Video Processing | Feb 5, 2021 | Camera Pose EstimationDeblurring | —Unverified | 0 |
| SAPG: Split and Aggregate Policy Gradients | Jul 29, 2024 | Decision MakingGPU | —Unverified | 0 |
| SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE | Nov 25, 2024 | 3D GenerationGPU | —Unverified | 0 |
| SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills | Aug 31, 2023 | GPULanguage Modelling | —Unverified | 0 |
| SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices | Sep 4, 2023 | Autonomous VehiclesGPU | —Unverified | 0 |
| Scalability and Optimization Strategies for GPU Enhanced Neural Networks (GeNN) | Dec 1, 2014 | Code GenerationGPU | —Unverified | 0 |
| Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling | Oct 2, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Scalable APT Malware Classification via Parallel Feature Extraction and GPU-Accelerated Learning | Apr 22, 2025 | GPUMalware Classification | —Unverified | 0 |
| Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores | Nov 22, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning | Dec 31, 2021 | ClusteringDeep Clustering | —Unverified | 0 |
| Scalable Evolution Strategies Pipeline for Solving the Vehicle Routing Problem | Oct 17, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Scalable FastMDP for Pre-departure Airspace Reservation and Strategic De-conflict | Aug 8, 2020 | GPUScheduling | —Unverified | 0 |
| Scalable Graph Embedding LearningOn A Single GPU | Oct 13, 2021 | CPUGPU | —Unverified | 0 |
| Scalable neural quantum states architecture for quantum chemistry | Aug 11, 2022 | GPU | —Unverified | 0 |
| Scalable Planning with Deep Neural Network Learned Transition Models | Apr 5, 2019 | GPU | —Unverified | 0 |
| Scalable Sinkhorn Backpropagation | Sep 29, 2021 | GPURolling Shutter Correction | —Unverified | 0 |
| Scale-Adaptive Convolutions for Scene Parsing | Oct 1, 2017 | GPUregression | —Unverified | 0 |
| Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL | Sep 11, 2021 | GPU | —Unverified | 0 |
| Scaling Bayesian inference of mixed multinomial logit models to very large datasets | Apr 11, 2020 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Scaling Large Language Model Training on Frontier with Low-Bandwidth Partitioning | Jan 8, 2025 | GPULanguage Modeling | —Unverified | 0 |
| Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic | Jan 1, 2024 | GPU | —Unverified | 0 |
| Scaling Multi Agent Reinforcement Learning for Underwater Acoustic Tracking via Autonomous Vehicles | May 13, 2025 | Autonomous VehiclesGPU | —Unverified | 0 |
| Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations | Jan 30, 2025 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Scaling Studies for Efficient Parameter Search and Parallelism for Large Language Model Pre-training | Oct 9, 2023 | DecoderGPU | —Unverified | 0 |
| Scaling the Convex Barrier with Sparse Dual Algorithms | Jan 14, 2021 | Efficient Neural NetworkGPU | —Unverified | 0 |
| SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search | Aug 27, 2024 | CPUGPU | —Unverified | 0 |
| Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments | Mar 28, 2025 | GPUScene Generation | —Unverified | 0 |
| Scene Labeling With LSTM Recurrent Neural Networks | Jun 1, 2015 | ClassificationCPU | —Unverified | 0 |
| SCENIC: A JAX Library for Computer Vision Research and Beyond | Oct 18, 2021 | GPU | —Unverified | 0 |
| Scheduling Optimization Techniques for Neural Network Training | Oct 3, 2021 | GPUScheduling | —Unverified | 0 |
| Scheduling Real-time Deep Learning Services as Imprecise Computations | Nov 2, 2020 | Deep LearningGPU | —Unverified | 0 |
| SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models | Apr 1, 2025 | CPUGPU | —Unverified | 0 |
| Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference | Sep 10, 2023 | CPUGPU | —Unverified | 0 |
| Search-contempt: a hybrid MCTS algorithm for training AlphaZero-like engines with better computational efficiency | Apr 10, 2025 | Computational EfficiencyGPU | —Unverified | 0 |
| Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures | Feb 10, 2021 | GPU | —Unverified | 0 |
| Searching for Controllable Image Restoration Networks | Dec 21, 2020 | 4kGPU | —Unverified | 0 |
| Searching Priors Makes Text-to-Video Synthesis Better | Jun 5, 2024 | GPU | —Unverified | 0 |