| SpotNet: Self-Attention Multi-Task Network for Object Detection | Feb 13, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Cross-Iteration Batch Normalization | Feb 13, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Solving Missing-Annotation Object Detection with Background Recalibration Loss | Feb 12, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Watch out! Motion is Blurring the Vision of Your Deep Neural Networks | Feb 10, 2020 | Adversarial AttackDeblurring | CodeCode Available | 1 |
| Object Instance Mining for Weakly Supervised Object Detection | Feb 4, 2020 | Multiple Instance LearningObject | CodeCode Available | 1 |
| Post-Training Piecewise Linear Quantization for Deep Neural Networks | Jan 31, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes | Jan 29, 2020 | 3D geometry3D Object Detection | CodeCode Available | 1 |
| Canadian Adverse Driving Conditions Dataset | Jan 27, 2020 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection | Jan 24, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| A Large Scale Event-based Detection Dataset for Automotive | Jan 23, 2020 | Event-based visionobject-detection | CodeCode Available | 1 |
| CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking | Jan 22, 2020 | Benchmarkingobject-detection | CodeCode Available | 1 |
| TEASER: Fast and Certifiable Point Cloud Registration | Jan 21, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks | Jan 18, 2020 | Bayesian OptimizationObject Detection | CodeCode Available | 1 |
| Harmonic Convolutional Networks based on Discrete Cosine Transform | Jan 18, 2020 | Edge Detectionimage-classification | CodeCode Available | 1 |
| Cross-dataset Training for Class Increasing Object Detection | Jan 14, 2020 | Objectobject-detection | CodeCode Available | 1 |
| GridMask Data Augmentation | Jan 13, 2020 | Data Augmentationobject-detection | CodeCode Available | 1 |
| DSGN: Deep Stereo Geometry Network for 3D Object Detection | Jan 10, 2020 | 3D Object Detection3D Object Detection From Stereo Images | CodeCode Available | 1 |
| MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection | Jan 9, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Towards Accurate Post-training Network Quantization via Bit-Split and Stitching | Jan 1, 2020 | CPUGPU | CodeCode Available | 1 |
| Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking | Jan 1, 2020 | Adversarial AttackAutonomous Driving | CodeCode Available | 1 |
| PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection | Dec 31, 2019 | 3D Object DetectionObject | CodeCode Available | 1 |
| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape Classification | CodeCode Available | 1 |
| Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization | Dec 27, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| Dense RepPoints: Representing Visual Objects with Dense Point Sets | Dec 24, 2019 | ObjectObject Detection | CodeCode Available | 1 |
| IoU-uniform R-CNN: Breaking Through the Limitations of RPN | Dec 11, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Optimizing Rank-based Metrics with Blackbox Differentiation | Dec 7, 2019 | Image Retrievalobject-detection | CodeCode Available | 1 |
| Self-Supervised Learning of Pretext-Invariant Representations | Dec 4, 2019 | Contrastive Learningobject-detection | CodeCode Available | 1 |
| Multiple Anchor Learning for Visual Object Detection | Dec 4, 2019 | General ClassificationMultiple Instance Learning | CodeCode Available | 1 |
| CAGNet: Content-Aware Guidance for Salient Object Detection | Nov 29, 2019 | Objectobject-detection | CodeCode Available | 1 |
| One-Shot Object Detection with Co-Attention and Co-Excitation | Nov 28, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| Empirical Upper Bound in Object Detection and More | Nov 27, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Towards Precise End-to-end Weakly Supervised Object Detection Network | Nov 27, 2019 | Multiple Instance Learningobject-detection | CodeCode Available | 1 |
| CSPNet: A New Backbone that can Enhance Learning Capability of CNN | Nov 27, 2019 | AttributeImage Classification | CodeCode Available | 1 |
| F3Net: Fusion, Feedback and Focus for Salient Object Detection | Nov 26, 2019 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| Meta-Learning of Neural Architectures for Few-Shot Learning | Nov 25, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| PointPainting: Sequential Fusion for 3D Object Detection | Nov 22, 2019 | 3D Object DetectionObject | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning | Nov 17, 2019 | Domain AdaptationObject | CodeCode Available | 1 |
| CenterMask : Real-Time Anchor-Free Instance Segmentation | Nov 15, 2019 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| RoIMix: Proposal-Fusion among Multiple Images for Underwater Object Detection | Nov 8, 2019 | Data AugmentationObject | CodeCode Available | 1 |
| SpatialFlow: Bridging All Tasks for Panoptic Segmentation | Oct 19, 2019 | AllInstance Segmentation | CodeCode Available | 1 |
| Learning Rich Features at High-Speed for Single-Shot Object Detection | Oct 1, 2019 | GPUobject-detection | CodeCode Available | 1 |
| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| ASSD: Attentive Single Shot Multibox Detector | Sep 27, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Energy-Based Models for Deep Probabilistic Regression | Sep 26, 2019 | Head Pose Estimationobject-detection | CodeCode Available | 1 |
| Global Aggregation then Local Distribution in Fully Convolutional Networks | Sep 16, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| HarDNet: A Low Memory Traffic Network | Sep 3, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark | Aug 31, 2019 | Deep LearningDiversity | CodeCode Available | 1 |
| Relation Distillation Networks for Video Object Detection | Aug 26, 2019 | Objectobject-detection | CodeCode Available | 1 |
