| OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection network | Sep 10, 2022 | Continual LearningObject | CodeCode Available | 3 |
| Vision Transformers: From Semantic Segmentation to Dense Prediction | Jul 19, 2022 | image-classificationImage Classification | CodeCode Available | 3 |
| Separable Self-attention for Mobile Vision Transformers | Jun 6, 2022 | Image ClassificationObject Detection | CodeCode Available | 3 |
| PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images | Jun 2, 2022 | 3D Lane Detection3D Object Detection | CodeCode Available | 3 |
| TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving | May 31, 2022 | Autonomous DrivingCARLA longest6 | CodeCode Available | 3 |
| Vision Transformer Adapter for Dense Predictions | May 17, 2022 | Instance SegmentationObject Detection | CodeCode Available | 3 |
| MaxViT: Multi-Axis Vision Transformer | Apr 4, 2022 | image-classificationImage Classification | CodeCode Available | 3 |
| BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection | Mar 31, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 3 |
| Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking | Mar 27, 2022 | CPUMulti-Object Tracking | CodeCode Available | 3 |
| PETR: Position Embedding Transformation for Multi-View 3D Object Detection | Mar 10, 2022 | 3D Object DetectionObject | CodeCode Available | 3 |
| Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge | Jul 27, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 3 |
| XCiT: Cross-Covariance Image Transformers | Jun 17, 2021 | image-classificationImage Classification | CodeCode Available | 3 |
| Robust and Accurate Object Detection via Adversarial Learning | Mar 23, 2021 | AutoMLData Augmentation | CodeCode Available | 3 |
| A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit | Jan 25, 2021 | Objectobject-detection | CodeCode Available | 3 |
| Deformable DETR: Deformable Transformers for End-to-End Object Detection | Oct 8, 2020 | 2D Object DetectionObject Detection | CodeCode Available | 3 |
| A Survey on Performance Metrics for Object-Detection Algorithms | Jul 21, 2020 | BenchmarkingObject | CodeCode Available | 3 |
| Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection | Jun 8, 2020 | Dense Object DetectionGeneral Classification | CodeCode Available | 3 |
| U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection | May 18, 2020 | Dichotomous Image SegmentationGPU | CodeCode Available | 3 |
| YOLOv4: Optimal Speed and Accuracy of Object Detection | Apr 23, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 3 |
| ResNeSt: Split-Attention Networks | Apr 19, 2020 | image-classificationImage Classification | CodeCode Available | 3 |
| Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection | Dec 5, 2019 | Objectobject-detection | CodeCode Available | 3 |
| EfficientDet: Scalable and Efficient Object Detection | Nov 20, 2019 | AutoMLObject | CodeCode Available | 3 |
| Bag of Freebies for Training Object Detection Neural Networks | Feb 11, 2019 | General Classificationimage-classification | CodeCode Available | 3 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 |
| Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields | Nov 24, 2016 | 2D Human Pose Estimation2D Pose Estimation | CodeCode Available | 3 |
