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| Social Behaviour Understanding using Deep Neural Networks: Development of Social Intelligence Systems | May 20, 2021 | Activity RecognitionDepression Detection | —Unverified | 0 | 0 |
| SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving | Jun 21, 2021 | Autonomous DrivingInstance Segmentation | —Unverified | 0 | 0 |
| SODA: Site Object Detection dAtaset for Deep Learning in Construction | Feb 19, 2022 | Deep LearningObject | —Unverified | 0 | 0 |
| SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network | Sep 1, 2018 | Generative Adversarial NetworkObject | —Unverified | 0 | 0 |
| Soft-labeling Strategies for Rapid Sub-Typing | Sep 23, 2022 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Soft Labels for Rapid Satellite Object Detection | Dec 1, 2022 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning | Mar 30, 2023 | Contrastive Learningimage-classification | —Unverified | 0 | 0 |
| Software-defined Design Space Exploration for an Efficient DNN Accelerator Architecture | Mar 18, 2019 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications | Feb 8, 2019 | Deep LearningHigh-Level Synthesis | —Unverified | 0 | 0 |
| S-OHEM: Stratified Online Hard Example Mining for Object Detection | May 5, 2017 | object-detectionObject Detection | —Unverified | 0 | 0 |
| SoilingNet: Soiling Detection on Automotive Surround-View Cameras | May 4, 2019 | Autonomous DrivingData Augmentation | —Unverified | 0 | 0 |
| Solar Filaments Detection using Active Contours Without Edges | Dec 30, 2024 | Image SegmentationObject | —Unverified | 0 | 0 |
| Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy | Aug 28, 2020 | object-detectionObject Detection | —Unverified | 0 | 0 |
| SOLO: A Simple Framework for Instance Segmentation | Jun 30, 2021 | Image MattingInstance Segmentation | —Unverified | 0 | 0 |
| Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance | Oct 15, 2018 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024 | Jun 10, 2024 | Language Modellingobject-detection | —Unverified | 0 | 0 |
| Solution for SMART-101 Challenge of ICCV Multi-modal Algorithmic Reasoning Task 2023 | Oct 10, 2023 | Decoderobject-detection | —Unverified | 0 | 0 |
| Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges | Dec 16, 2024 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions | Apr 23, 2024 | Domain AdaptationObject | —Unverified | 0 | 0 |
| Source-free Domain Adaptive Object Detection in Remote Sensing Images | Jan 31, 2024 | Domain Adaptationobject-detection | —Unverified | 0 | 0 |
| Sources of performance variability in deep learning-based polyp detection | Nov 17, 2022 | Deep Learningobject-detection | —Unverified | 0 | 0 |
| SpaceNet MVOI: a Multi-View Overhead Imagery Dataset | Mar 28, 2019 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data | Dec 5, 2024 | object-detectionObject Detection | —Unverified | 0 | 0 |
| SPARCNN: SPAtially Related Convolutional Neural Networks | Aug 24, 2017 | General Classificationobject-detection | —Unverified | 0 | 0 |
| SparseAlign: A Fully Sparse Framework for Cooperative Object Detection | Mar 17, 2025 | Autonomous Drivingobject-detection | —Unverified | 0 | 0 |
| Sparse Coding on Stereo Video for Object Detection | May 19, 2017 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Sparse Compressed Spiking Neural Network Accelerator for Object Detection | May 2, 2022 | Objectobject-detection | —Unverified | 0 | 0 |
| Sparse Convolutional Neural Networks | Jun 1, 2015 | CPUimage-classification | —Unverified | 0 | 0 |
| Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection | Jun 16, 2025 | Computational EfficiencyObject | —Unverified | 0 | 0 |
| Sparse Dense Fusion for 3D Object Detection | Apr 9, 2023 | 3D Object DetectionObject | —Unverified | 0 | 0 |
| SparseDet: A Simple and Effective Framework for Fully Sparse LiDAR-based 3D Object Detection | Jun 16, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| SparseDet: Towards End-to-End 3D Object Detection | Jun 2, 2022 | 3D Object DetectionObject | —Unverified | 0 | 0 |
| Sparse Federated Training of Object Detection in the Internet of Vehicles | Sep 7, 2023 | Federated LearningObject | —Unverified | 0 | 0 |
| SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer | Feb 11, 2025 | object-detectionObject Detection | —Unverified | 0 | 0 |
| SparseFusion: Efficient Sparse Multi-Modal Fusion Framework for Long-Range 3D Perception | Mar 15, 2024 | 3D Lane Detection3D Object Detection | —Unverified | 0 | 0 |
| Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection | Mar 5, 2021 | 3D Object DetectionDepth Estimation | —Unverified | 0 | 0 |
| SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection | Mar 12, 2024 | 3D Object Detectionobject-detection | —Unverified | 0 | 0 |
| SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining | Jan 12, 2022 | object-detectionObject Detection | —Unverified | 0 | 0 |
| End-to-End Multi-Object Detection with a Regularized Mixture Model | May 18, 2022 | Density EstimationObject | —Unverified | 0 | 0 |
| Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data | Apr 10, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data | Jun 15, 2024 | Autonomous Drivingobject-detection | —Unverified | 0 | 0 |
| Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection | Apr 2, 2024 | Objectobject-detection | —Unverified | 0 | 0 |
| SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity | Oct 28, 2024 | Autonomous Drivingobject-detection | —Unverified | 0 | 0 |
| Sparse-to-Dense LiDAR Point Generation by LiDAR-Camera Fusion for 3D Object Detection | Sep 23, 2024 | 3D Object Detectionobject-detection | —Unverified | 0 | 0 |
| SparseVoxFormer: Sparse Voxel-based Transformer for Multi-modal 3D Object Detection | Mar 11, 2025 | 3D Object Detectionobject-detection | —Unverified | 0 | 0 |
| Spatial Attention Pyramid Network for Unsupervised Domain Adaptation | Mar 29, 2020 | Domain AdaptationInstance Segmentation | —Unverified | 0 | 0 |
| Spatial-Aware Graph Relation Network for Large-Scale Object Detection | Jun 1, 2019 | Objectobject-detection | —Unverified | 0 | 0 |
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