| RegionViT: Regional-to-Local Attention for Vision Transformers | Jun 4, 2021 | Action Recognitionimage-classification | CodeCode Available | 1 |
| GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian Mixture | Jun 3, 2021 | ClusteringObject | CodeCode Available | 1 |
| Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection | Jun 2, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Container: Context Aggregation Network | Jun 2, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| Dense Nested Attention Network for Infrared Small Target Detection | Jun 1, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| nnDetection: A Self-configuring Method for Medical Object Detection | Jun 1, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection | Jun 1, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Towards Light-weight and Real-time Line Segment Detection | Jun 1, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens | May 31, 2021 | CPUGPU | CodeCode Available | 1 |
| EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network | May 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Less is More: Pay Less Attention in Vision Transformers | May 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Recursive Contour Saliency Blending Network for Accurate Salient Object Detection | May 28, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| A Dataset for Provident Vehicle Detection at Night | May 27, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Context-aware Cross-level Fusion Network for Camouflaged Object Detection | May 26, 2021 | Camouflaged Object SegmentationObject | CodeCode Available | 1 |
| LineCounter: Learning Handwritten Text Line Segmentation by Counting | May 24, 2021 | Handwritten Text Recognitionobject-detection | CodeCode Available | 1 |
| Oriented RepPoints for Aerial Object Detection | May 24, 2021 | ObjectObject Detection | CodeCode Available | 1 |
| FedScale: Benchmarking Model and System Performance of Federated Learning at Scale | May 24, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging | May 24, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| High-level camera-LiDAR fusion for 3D object detection with machine learning | May 24, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| End-to-End Video Object Detection with Spatial-Temporal Transformers | May 23, 2021 | Objectobject-detection | CodeCode Available | 1 |
| -IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression | May 21, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Generalized Few-Shot Object Detection without Forgetting | May 20, 2021 | Few-Shot Object DetectionObject | CodeCode Available | 1 |
| FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection | May 17, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations | May 14, 2021 | Action Recognitionimage-classification | CodeCode Available | 1 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Waste detection in Pomerania: non-profit project for detecting waste in environment | May 12, 2021 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| Multi-modal Conditional Bounding Box Regression for Music Score Following | May 10, 2021 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Self-Supervised Learning with Swin Transformers | May 10, 2021 | Linear evaluationobject-detection | CodeCode Available | 1 |
| You Only Learn One Representation: Unified Network for Multiple Tasks | May 10, 2021 | Multi-Task LearningObject Detection | CodeCode Available | 1 |
| Conformer: Local Features Coupling Global Representations for Visual Recognition | May 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Active Terahertz Imaging Dataset for Concealed Object Detection | May 8, 2021 | Objectobject-detection | CodeCode Available | 1 |
| MOTR: End-to-End Multiple-Object Tracking with Transformer | May 7, 2021 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 1 |
| Salient Objects in Clutter | May 7, 2021 | Image AugmentationObject | CodeCode Available | 1 |
| Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark | May 6, 2021 | Crowd Countingobject-detection | CodeCode Available | 1 |
| A Robotic Approach towards Quantifying Epipelagic Bound Plastic Using Deep Visual Models | May 5, 2021 | Object Detection | CodeCode Available | 1 |
| Instances as Queries | May 5, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| MODS -- A USV-oriented object detection and obstacle segmentation benchmark | May 5, 2021 | Collision Avoidanceobject-detection | CodeCode Available | 1 |
| PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond | May 5, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object Detection | May 3, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| ISTR: End-to-End Instance Segmentation with Transformers | May 3, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users | May 2, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous Driving | May 2, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Lite-FPN for Keypoint-based Monocular 3D Object Detection | May 1, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 |
| Few-Shot Video Object Detection | Apr 30, 2021 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection | Apr 29, 2021 | Objectobject-detection | CodeCode Available | 1 |
| HOTR: End-to-End Human-Object Interaction Detection with Transformers | Apr 28, 2021 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 |
| PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling | Apr 28, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Learning Synergistic Attention for Light Field Salient Object Detection | Apr 28, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Open-vocabulary Object Detection via Vision and Language Knowledge Distillation | Apr 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
