| CubeSLAM: Monocular 3D Object SLAM | Jun 1, 2018 | 3D Object DetectionCamera Pose Estimation | CodeCode Available | 1 |
| Salient Object Detection Driven by Fixation Prediction | Jun 1, 2018 | Objectobject-detection | 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 |
| Zero-Shot Object Detection by Hybrid Region Embedding | May 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Iteratively Trained Interactive Segmentation | May 11, 2018 | Interactive SegmentationObject | CodeCode Available | 1 |
| BirdNet: a 3D Object Detection Framework from LiDAR information | May 3, 2018 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 1 |
| Towards High Performance Video Object Detection for Mobiles | Apr 16, 2018 | Objectobject-detection | CodeCode Available | 1 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | 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 |
| High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs | Nov 30, 2017 | Conditional Image GenerationFundus to Angiography Generation | 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 |
| MegDet: A Large Mini-Batch Object Detector | Nov 20, 2017 | GPUObject | CodeCode Available | 1 |
| Neural Motifs: Scene Graph Parsing with Global Context | Nov 17, 2017 | ObjectPanoptic Scene Graph Generation | CodeCode Available | 1 |
| PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes | Nov 1, 2017 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| Deep Convolutional Neural Networks for Thermal Infrared Object Tracking | Oct 15, 2017 | ObjectObject Tracking | CodeCode Available | 1 |
| Incremental Learning of Object Detectors without Catastrophic Forgetting | Aug 23, 2017 | Incremental LearningObject | CodeCode Available | 1 |
| Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection | Aug 4, 2017 | Objectobject-detection | CodeCode Available | 1 |
| Structure-measure: A New Way to Evaluate Foreground Maps | Aug 2, 2017 | Objectobject-detection | CodeCode Available | 1 |
| 3D Object Reconstruction from Hand-Object Interactions | Apr 3, 2017 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 |
| Multiple Instance Detection Network with Online Instance Classifier Refinement | Apr 1, 2017 | Multiple Instance LearningObject | CodeCode Available | 1 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| Mask R-CNN | Mar 20, 2017 | 3D Instance SegmentationHuman Part Segmentation | CodeCode Available | 1 |
| FastMask: Segment Multi-scale Object Candidates in One Shot | Dec 28, 2016 | Object | CodeCode Available | 1 |
| YOLO9000: Better, Faster, Stronger | Dec 25, 2016 | 3D Object DetectionGeneral Classification | CodeCode Available | 1 |
| 3D Bounding Box Estimation Using Deep Learning and Geometry | Dec 1, 2016 | 3D Object DetectionDeep Learning | CodeCode Available | 1 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 |
| One-Shot Video Object Segmentation | Nov 16, 2016 | Foreground SegmentationObject | CodeCode Available | 1 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 |
| Fully-Convolutional Siamese Networks for Object Tracking | Jun 30, 2016 | Objectobject-detection | CodeCode Available | 1 |
| 3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction | Apr 2, 2016 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 |
| MOT16: A Benchmark for Multi-Object Tracking | Mar 2, 2016 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 1 |
| LocNet: Improving Localization Accuracy for Object Detection | Nov 24, 2015 | Objectobject-detection | CodeCode Available | 1 |
| Domain Generalization for Object Recognition with Multi-task Autoencoders | Aug 31, 2015 | DenoisingDomain Generalization | CodeCode Available | 1 |
| You Only Look Once: Unified, Real-Time Object Detection | Jun 8, 2015 | ObjectObject Counting | CodeCode Available | 1 |
| Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | Jun 4, 2015 | 2D Object DetectionGPU | CodeCode Available | 1 |
| Deep Roto-Translation Scattering for Object Classification | Dec 30, 2014 | ClassificationDictionary Learning | CodeCode Available | 1 |
| Real-Time Grasp Detection Using Convolutional Neural Networks | Dec 9, 2014 | General ClassificationGPU | CodeCode Available | 1 |
| Efficient Object Localization Using Convolutional Networks | Nov 16, 2014 | ObjectObject Localization | CodeCode Available | 1 |
| ImageNet Large Scale Visual Recognition Challenge | Sep 1, 2014 | General Classificationimage-classification | CodeCode Available | 1 |
| 3D ShapeNets: A Deep Representation for Volumetric Shapes | Jun 22, 2014 | 3D Point Cloud Classification3D Shape Representation | CodeCode Available | 1 |
| The Secrets of Salient Object Segmentation | Jun 11, 2014 | ObjectSegmentation | CodeCode Available | 1 |
| Microsoft COCO: Common Objects in Context | May 1, 2014 | Instance SegmentationObject | CodeCode Available | 1 |
| SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction | Jul 21, 2025 | ObjectSegmentation | —Unverified | 0 |
| A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains | Jul 17, 2025 | Action RecognitionHand-Object Interaction Detection | —Unverified | 0 |
| AutoPartGen: Autogressive 3D Part Generation and Discovery | Jul 17, 2025 | 3D Generation3D Reconstruction | —Unverified | 0 |
| A Multi-Level Similarity Approach for Single-View Object Grasping: Matching, Planning, and Fine-Tuning | Jul 16, 2025 | ObjectPoint Cloud Registration | —Unverified | 0 |
| RoHOI: Robustness Benchmark for Human-Object Interaction Detection | Jul 12, 2025 | Human-Object Interaction DetectionObject | CodeCode Available | 0 |