| 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 |
