| Label-Efficient Online Continual Object Detection in Streaming Video | Jun 1, 2022 | Continual LearningHippocampus | CodeCode Available | 1 |
| Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing | Jun 1, 2022 | Objectobject-detection | —Unverified | 0 |
| Unifying Voxel-based Representation with Transformer for 3D Object Detection | Jun 1, 2022 | 3D Object DetectionDecoder | CodeCode Available | 2 |
| Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations | Jun 1, 2022 | Data AugmentationMultiple Instance Learning | —Unverified | 0 |
| Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis | Jun 1, 2022 | Medical Image Analysisobject-detection | CodeCode Available | 0 |
| Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment | Jun 1, 2022 | Domain Adaptationobject-detection | —Unverified | 0 |
| Vision GNN: An Image is Worth Graph of Nodes | Jun 1, 2022 | Image ClassificationObject Detection | CodeCode Available | 4 |
| Context-Driven Detection of Invertebrate Species in Deep-Sea Video | Jun 1, 2022 | object-detectionObject Detection | —Unverified | 0 |
| Deep learning with RGB and thermal images onboard a drone for monitoring operations | May 31, 2022 | Human DetectionMultispectral Object Detection | —Unverified | 0 |
| Voxel Field Fusion for 3D Object Detection | May 31, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection | May 31, 2022 | 3D Object DetectionCloud Detection | CodeCode Available | 1 |
| TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving | May 31, 2022 | Autonomous DrivingCARLA longest6 | CodeCode Available | 3 |
| GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector | May 30, 2022 | Co-Salient Object DetectionObject | CodeCode Available | 4 |
| Continual Object Detection: A review of definitions, strategies, and challenges | May 30, 2022 | Autonomous VehiclesClass-Incremental Object Detection | —Unverified | 0 |
| Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving | May 30, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles | May 30, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection | May 30, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 |
| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Towards Efficient 3D Object Detection with Knowledge Distillation | May 30, 2022 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Masked Distillation with Receptive Tokens | May 29, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data | May 29, 2022 | Cell Detectionobject-detection | CodeCode Available | 0 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 |
| 3D-model ShapeNet Core Classification using Meta-Semantic Learning | May 28, 2022 | Autonomous DrivingClassification | CodeCode Available | 0 |
| Point RCNN: An Angle-Free Framework for Rotated Object Detection | May 28, 2022 | Objectobject-detection | —Unverified | 0 |
| P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking | May 28, 2022 | Autonomous VehiclesObject | —Unverified | 0 |
| Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training | May 28, 2022 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 2 |
| BadDet: Backdoor Attacks on Object Detection | May 28, 2022 | Autonomous DrivingBackdoor Attack | CodeCode Available | 0 |
| Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN | May 27, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 4 |
| BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework | May 27, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality | May 27, 2022 | CPUobject-detection | —Unverified | 0 |
| Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation | May 27, 2022 | Contrastive Learningimage-classification | CodeCode Available | 2 |
| Fully Convolutional One-Stage 3D Object Detection on LiDAR Range Images | May 27, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors | May 26, 2022 | Autonomous DrivingObject | CodeCode Available | 1 |
| Trainable Weight Averaging: A General Approach for Subspace Training | May 26, 2022 | Dimensionality ReductionEfficient Neural Network | CodeCode Available | 1 |
| Fast Vision Transformers with HiLo Attention | May 26, 2022 | BenchmarkingEfficient ViTs | CodeCode Available | 2 |
| MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers | May 26, 2022 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Surround-view Fisheye Camera Perception for Automated Driving: Overview, Survey and Challenges | May 26, 2022 | object-detectionObject Detection | —Unverified | 0 |
| BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation | May 26, 2022 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 4 |
| Unsupervised Multi-object Segmentation Using Attention and Soft-argmax | May 26, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Penalizing Proposals using Classifiers for Semi-Supervised Object Detection | May 26, 2022 | Objectobject-detection | —Unverified | 0 |
| Green Hierarchical Vision Transformer for Masked Image Modeling | May 26, 2022 | GPUObject Detection | CodeCode Available | 1 |
| SIoU Loss: More Powerful Learning for Bounding Box Regression | May 25, 2022 | object-detectionObject Detection | —Unverified | 0 |
| AO2-DETR: Arbitrary-Oriented Object Detection Transformer | May 25, 2022 | DecoderInductive Bias | CodeCode Available | 1 |
| Domain Adaptation for Object Detection using SE Adaptors and Center Loss | May 25, 2022 | Domain Adaptationobject-detection | CodeCode Available | 0 |
| MoCoViT: Mobile Convolutional Vision Transformer | May 25, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| Structure Aware and Class Balanced 3D Object Detection on nuScenes Dataset | May 25, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling | May 24, 2022 | Face RecognitionImage Classification | —Unverified | 0 |
| Collaborative 3D Object Detection for Automatic Vehicle Systems via Learnable Communications | May 24, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
