| PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud | Dec 11, 2018 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| Few-shot Object Detection via Feature Reweighting | Dec 5, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Bag of Tricks for Image Classification with Convolutional Neural Networks | Dec 4, 2018 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 |
| Efficient Attention: Attention with Linear Complexities | Dec 4, 2018 | Depth EstimationExtractive Text Summarization | CodeCode Available | 1 |
| Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning | Dec 2, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness | Nov 29, 2018 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| One-Shot Instance Segmentation | Nov 28, 2018 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 |
| 3D-LaneNet: End-to-End 3D Multiple Lane Detection | Nov 26, 2018 | 3D Lane DetectionClustering | CodeCode Available | 1 |
| Polarity Loss for Zero-shot Object Detection | Nov 22, 2018 | Generalized Zero-Shot Object DetectionMetric Learning | CodeCode Available | 1 |
| Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection | Nov 21, 2018 | Medical Image AnalysisMedical Object Detection | CodeCode Available | 1 |
| TSM: Temporal Shift Module for Efficient Video Understanding | Nov 20, 2018 | 3D Action RecognitionAction Classification | CodeCode Available | 1 |
| SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects | Nov 17, 2018 | object-detectionObject Detection | CodeCode Available | 1 |
| DeRPN: Taking a further step toward more general object detection | Nov 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Compact Generalized Non-local Network | Oct 31, 2018 | Object DetectionObject Recognition | CodeCode Available | 1 |
| Weakly Supervised Object Detection in Artworks | Oct 5, 2018 | Multiple Instance LearningObject | CodeCode Available | 1 |
| SNIP: Single-shot Network Pruning based on Connection Sensitivity | Oct 4, 2018 | Image ClassificationNetwork Pruning | CodeCode Available | 1 |
| Bounding Box Regression with Uncertainty for Accurate Object Detection | Sep 23, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Contour Knowledge Transfer for Salient Object Detection | Sep 1, 2018 | Contour DetectionObject | CodeCode Available | 1 |
| YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud | Aug 7, 2018 | 3D Point Cloud ReconstructionGPU | CodeCode Available | 1 |
| CornerNet: Detecting Objects as Paired Keypoints | Aug 3, 2018 | Objectobject-detection | CodeCode Available | 1 |
| MnasNet: Platform-Aware Neural Architecture Search for Mobile | Jul 31, 2018 | Image ClassificationNeural Architecture Search | CodeCode Available | 1 |
| ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design | Jul 30, 2018 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Acquisition of Localization Confidence for Accurate Object Detection | Jul 30, 2018 | General ClassificationObject | CodeCode Available | 1 |
| Joint Anchor-Feature Refinement for Real-Time Accurate Object Detection in Images and Videos | Jul 23, 2018 | Objectobject-detection | CodeCode Available | 1 |
| PCL: Proposal Cluster Learning for Weakly Supervised Object Detection | Jul 9, 2018 | image-classificationMultiple Instance Learning | CodeCode Available | 1 |
| Localization Recall Precision (LRP): A New Performance Metric for Object Detection | Jul 4, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector | Jul 2, 2018 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 1 |
| Unsupervised Feature Learning via Non-Parametric Instance Discrimination | Jun 1, 2018 | General Classificationobject-detection | CodeCode Available | 1 |
| Salient Object Detection Driven by Fixation Prediction | Jun 1, 2018 | Objectobject-detection | CodeCode Available | 1 |
| CubeSLAM: Monocular 3D Object SLAM | Jun 1, 2018 | 3D Object DetectionCamera Pose Estimation | CodeCode Available | 1 |
| Getting to Know Low-light Images with The Exclusively Dark Dataset | May 29, 2018 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery | May 24, 2018 | object-detectionObject Detection | CodeCode Available | 1 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 |
| Zero-Shot Object Detection by Hybrid Region Embedding | May 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination | May 5, 2018 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |
| BirdNet: a 3D Object Detection Framework from LiDAR information | May 3, 2018 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| CrowdHuman: A Benchmark for Detecting Human in a Crowd | Apr 30, 2018 | DiversityHuman Detection | CodeCode Available | 1 |
| Towards High Performance Video Object Detection for Mobiles | Apr 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| YOLOv3: An Incremental Improvement | Apr 8, 2018 | ClassificationObject Detection | CodeCode Available | 1 |
| Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation | Mar 30, 2018 | Domain Adaptationobject-detection | CodeCode Available | 1 |
| Object Detection for Comics using Manga109 Annotations | Mar 23, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Domain Adaptive Faster R-CNN for Object Detection in the Wild | Mar 8, 2018 | Domain AdaptationObject | CodeCode Available | 1 |
| Path Aggregation Network for Instance Segmentation | Mar 5, 2018 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone | Jan 29, 2018 | GPUobject-detection | CodeCode Available | 1 |
| MobileNetV2: Inverted Residuals and Linear Bottlenecks | Jan 13, 2018 | Image ClassificationImage Segmentation | CodeCode Available | 1 |
| AI2-THOR: An Interactive 3D Environment for Visual AI | Dec 14, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| Relation Networks for Object Detection | Nov 30, 2017 | Objectobject-detection | CodeCode Available | 1 |
| DOTA: A Large-scale Dataset for Object Detection in Aerial Images | Nov 28, 2017 | Earth ObservationObject | CodeCode Available | 1 |
| Frustum PointNets for 3D Object Detection from RGB-D Data | Nov 22, 2017 | 3D Object DetectionObject | CodeCode Available | 1 |
