| Appearance Fusion of Multiple Cues for Video Co-localization | Mar 21, 2020 | ObjectObject Discovery | —Unverified | 0 |
| Entity Abstraction in Visual Model-Based Reinforcement Learning | Oct 28, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Agile Depth Sensing Using Triangulation Light Curtains | Oct 1, 2019 | Autonomous NavigationObject Discovery | —Unverified | 0 |
| Brain-inspired automated visual object discovery and detection | Sep 30, 2019 | ObjectObject Discovery | —Unverified | 0 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 |
| Spacetime Graph Optimization for Video Object Segmentation | Jul 7, 2019 | ClusteringObject | —Unverified | 0 |
| Object Discovery with a Copy-Pasting GAN | May 27, 2019 | ObjectObject Discovery | CodeCode Available | 0 |
| COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration | May 22, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Universal Bounding Box Regression and Its Applications | Apr 15, 2019 | Objectobject-detection | —Unverified | 0 |
| Unsupervised Image Matching and Object Discovery as Optimization | Apr 5, 2019 | ObjectObject Discovery | CodeCode Available | 0 |
| Large-Scale Object Mining for Object Discovery from Unlabeled Video | Feb 28, 2019 | ClusteringObject | —Unverified | 0 |
| Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale Features | Feb 26, 2019 | Object DiscoverySaliency Detection | CodeCode Available | 0 |
| StampNet: unsupervised multi-class object discovery | Feb 7, 2019 | ClusteringImage Clustering | CodeCode Available | 0 |
| MONet: Unsupervised Scene Decomposition and Representation | Jan 22, 2019 | Object DiscoveryUnsupervised Object Segmentation | CodeCode Available | 0 |
| Object Discovery in Videos as Foreground Motion Clustering | Dec 6, 2018 | ClusteringMotion Segmentation | —Unverified | 0 |
| Foreground Clustering for Joint Segmentation and Localization in Videos and Images | Nov 26, 2018 | ClusteringImage Segmentation | —Unverified | 0 |
| Efficient Dialog Policy Learning via Positive Memory Retention | Oct 2, 2018 | Goal-Oriented DialogObject Discovery | CodeCode Available | 0 |
| Unsupervised learning of foreground object detection | Aug 14, 2018 | Image SegmentationObject | —Unverified | 0 |
| Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games | Jun 17, 2018 | Object DiscoveryOptical Flow Estimation | —Unverified | 0 |
| Self-supervisory Signals for Object Discovery and Detection | Jun 8, 2018 | ClusteringObject | —Unverified | 0 |
| Learn To Pay Attention | Apr 6, 2018 | Adversarial AttackGeneral Classification | CodeCode Available | 0 |
| Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video | Dec 23, 2017 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks | Nov 22, 2017 | DecoderObject | —Unverified | 0 |
| Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries | Nov 17, 2017 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised Object Discovery and Segmentation of RGBD-images | Oct 18, 2017 | ObjectObject Discovery | —Unverified | 0 |
| 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances | Oct 17, 2017 | DescriptiveObject | —Unverified | 0 |
| Pushing the envelope in deep visual recognition for mobile platforms | Oct 16, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Common Action Discovery and Localization in Unconstrained Videos | Oct 1, 2017 | Object DiscoveryVideo Summarization | —Unverified | 0 |
| Unsupervised object discovery for instance recognition | Sep 14, 2017 | Image RetrievalObject | —Unverified | 0 |
| Group-wise Deep Co-saliency Detection | Jul 24, 2017 | Co-Salient Object DetectionObject Discovery | —Unverified | 0 |
| Detecting and Grouping Identical Objects for Region Proposal and Classification | Jul 23, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming | Jul 20, 2017 | Objectobject-detection | —Unverified | 0 |
| Iterative Spectral Clustering for Unsupervised Object Localization | Jun 29, 2017 | ClusteringObject | —Unverified | 0 |
| Deep Patch Learning for Weakly Supervised Object Classification and Discovery | May 6, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Object Discovery via Cohesion Measurement | Apr 28, 2017 | ClusteringImage Segmentation | —Unverified | 0 |
| Object proposal generation applying the distance dependent Chinese restaurant process | Apr 12, 2017 | Bayesian InferenceObject | CodeCode Available | 0 |
| Unsupervised learning from video to detect foreground objects in single images | Mar 31, 2017 | Object Discovery | —Unverified | 0 |
| Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work | Feb 28, 2017 | ObjectObject Categorization | CodeCode Available | 0 |
| Large Scale Novel Object Discovery in 3D | Jan 22, 2017 | ClusteringObject | —Unverified | 0 |
| Pixel Objectness | Jan 19, 2017 | Foreground SegmentationImage Retargeting | —Unverified | 0 |
| Co-localization with Category-Consistent Features and Geodesic Distance Propagation | Dec 10, 2016 | image-classificationImage Classification | —Unverified | 0 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 |
| Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model | Nov 22, 2016 | ObjectObject Discovery | —Unverified | 0 |
| Segmentation Free Object Discovery in Video | Sep 1, 2016 | ObjectObject Discovery | —Unverified | 0 |
| Active Image Segmentation Propagation | Jun 1, 2016 | Image SegmentationObject Discovery | —Unverified | 0 |
| POD: Discovering Primary Objects in Videos Based on Evolutionary Refinement of Object Recurrence, Background, and Primary Object Models | Jun 1, 2016 | ObjectObject Discovery | —Unverified | 0 |
| Incremental Object Discovery in Time-Varying Image Collections | Jun 1, 2016 | ClusteringImage Retrieval | —Unverified | 0 |
| Mining And-Or Graphs for Graph Matching and Object Discovery | Dec 1, 2015 | Graph MatchingGraph Mining | —Unverified | 0 |
| Relaxed Multiple-Instance SVM with Application to Object Discovery | Oct 5, 2015 | General Classificationimage-classification | —Unverified | 0 |
| PatchCut: Data-Driven Object Segmentation via Local Shape Transfer | Jun 1, 2015 | ObjectObject Discovery | —Unverified | 0 |