| MUSE: Feature Self-Distillation with Mutual Information and Self-Information | Oct 25, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Diagnosing Errors in Video Relation Detectors | Oct 25, 2021 | Action LocalizationDiagnostic | CodeCode Available | 0 |
| 2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track | Oct 25, 2021 | Autonomous Drivingobject-detection | —Unverified | 0 |
| ADC: Adversarial attacks against object Detection that evade Context consistency checks | Oct 24, 2021 | Objectobject-detection | —Unverified | 0 |
| A methodology for detection and localization of fruits in apples orchards from aerial images | Oct 24, 2021 | Object DetectionYield Mapping In Apple Orchards | CodeCode Available | 0 |
| hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries | Oct 24, 2021 | Instance Segmentationobject-detection | —Unverified | 0 |
| NAS-FCOS: Efficient Search for Object Detection Architectures | Oct 24, 2021 | Neural Architecture SearchObject | CodeCode Available | 1 |
| CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector | Oct 24, 2021 | Computational EfficiencyNovel Object Detection | CodeCode Available | 0 |
| CoVA: Context-aware Visual Attention for Webpage Information Extraction | Oct 24, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology | Oct 23, 2021 | Image SegmentationObject | —Unverified | 0 |
| RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object Detection | Oct 23, 2021 | object-detectionObject Detection | —Unverified | 0 |
| CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification | Oct 22, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Circle Representation for Medical Object Detection | Oct 22, 2021 | Medical Object DetectionObject | CodeCode Available | 1 |
| CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection | Oct 22, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection | Oct 22, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation | Oct 22, 2021 | 2D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation | Oct 22, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| A Fast Location Algorithm for Very Sparse Point Clouds Based on Object Detection | Oct 21, 2021 | Objectobject-detection | —Unverified | 0 |
| LC3Net: Ladder context correlation complementary network for salient object detection | Oct 21, 2021 | DecoderDiversity | —Unverified | 0 |
| Multi-Object Tracking and Segmentation with a Space-Time Memory Network | Oct 21, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression | Oct 21, 2021 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Sequential Voting with Relational Box Fields for Active Object Detection | Oct 21, 2021 | Active Object DetectionDecision Making | CodeCode Available | 1 |
| ESOD:Edge-based Task Scheduling for Object Detection | Oct 20, 2021 | Objectobject-detection | —Unverified | 0 |
| NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset | Oct 20, 2021 | Data AugmentationImage Enhancement | CodeCode Available | 1 |
| Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias | Oct 20, 2021 | Active LearningAttribute | CodeCode Available | 0 |
| Noisy Annotation Refinement for Object Detection | Oct 20, 2021 | Objectobject-detection | —Unverified | 0 |
| Improving Model Generalization by Agreement of Learned Representations from Data Augmentation | Oct 20, 2021 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples | Oct 20, 2021 | Colorizationimage-classification | CodeCode Available | 0 |
| Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data? | Oct 20, 2021 | Diversityobject-detection | CodeCode Available | 0 |
| Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems | Oct 20, 2021 | Autonomous Drivingobject-detection | —Unverified | 0 |
| Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation | Oct 19, 2021 | Knowledge DistillationNeural Network Compression | CodeCode Available | 0 |
| Self-Supervised Object Detection via Generative Image Synthesis | Oct 19, 2021 | Image GenerationObject | CodeCode Available | 0 |
| HM-Net: A Regression Network for Object Center Detection and Tracking on Wide Area Motion Imagery | Oct 19, 2021 | Moving Object DetectionObject | CodeCode Available | 0 |
| Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection | Oct 18, 2021 | Multiple Instance LearningObject | —Unverified | 0 |
| The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial Domains | Oct 17, 2021 | Fine-Grained Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Network Augmentation for Tiny Deep Learning | Oct 17, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Improvised Aerial Object Detection approach for YOLOv3 Using Weighted Luminance | Oct 16, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Video-Data Pipelines for Machine Learning Applications | Oct 15, 2021 | Autonomous DrivingBIG-bench Machine Learning | CodeCode Available | 0 |
| Knowledge-driven Active Learning | Oct 15, 2021 | Active LearningMulti-Label Classification | CodeCode Available | 0 |
| Receptive Field Broadening and Boosting for Salient Object Detection | Oct 15, 2021 | Objectobject-detection | —Unverified | 0 |
| Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs | Oct 15, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather | Oct 14, 2021 | 2D Object DetectionAutonomous Driving | —Unverified | 0 |
| Non-deep Networks | Oct 14, 2021 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection | Oct 14, 2021 | Multiple Instance Learningobject-detection | —Unverified | 0 |
| RGB-D Image Inpainting Using Generative Adversarial Network with a Late Fusion Approach | Oct 14, 2021 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Fast Hand Detection in Collaborative Learning Environments | Oct 13, 2021 | Data AugmentationHand Detection | —Unverified | 0 |
| Adversarial Scene Reconstruction and Object Detection System for Assisting Autonomous Vehicle | Oct 13, 2021 | Deep Learningobject-detection | —Unverified | 0 |
| Object DGCNN: 3D Object Detection using Dynamic Graphs | Oct 13, 2021 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| Oriented Feature Alignment for Fine-grained Object Recognition in High-Resolution Satellite Imagery | Oct 13, 2021 | Objectobject-detection | —Unverified | 0 |
| DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries | Oct 13, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |