| StampNet: unsupervised multi-class object discovery | Feb 7, 2019 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| SCIM: Simultaneous Clustering, Inference, and Mapping for Open-World Semantic Scene Understanding | Jun 21, 2022 | ClusteringObject Discovery | CodeCode Available | 0 | 5 |
| Knowledge-Guided Object Discovery with Acquired Deep Impressions | Mar 19, 2021 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Adversarial Normalization: I Can Visualize Everything (ICE) | Jan 1, 2023 | Object DiscoveryObject Localization | CodeCode Available | 0 | 5 |
| Chair Segments: A Compact Benchmark for the Study of Object Segmentation | Dec 2, 2020 | GPUimage-classification | CodeCode Available | 0 | 5 |
| Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery | May 27, 2024 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Towards Self-Supervised Learning of Global and Object-Centric Representations | Mar 11, 2022 | Data AugmentationObject | CodeCode Available | 0 | 5 |
| Object proposal generation applying the distance dependent Chinese restaurant process | Apr 12, 2017 | Bayesian InferenceObject | CodeCode Available | 0 | 5 |
| Objects Can Move: 3D Change Detection by Geometric Transformation Constistency | Aug 21, 2022 | Change DetectionObject | CodeCode Available | 0 | 5 |
| Object Discovery with a Copy-Pasting GAN | May 27, 2019 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks | Sep 7, 2023 | Object DiscoveryPhrase Grounding | CodeCode Available | 0 | 5 |
| Object-Proposal Evaluation Protocol is 'Gameable' | May 21, 2015 | DiagnosticObject | CodeCode Available | 0 | 5 |
| Object discovery and representation networks | Mar 16, 2022 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration | May 22, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Deep Patch Learning for Weakly Supervised Object Classification and Discovery | May 6, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| PEEKABOO: Hiding parts of an image for unsupervised object localization | Jul 24, 2024 | Objectobject-detection | CodeCode Available | 0 | 5 |
| MONet: Unsupervised Scene Decomposition and Representation | Jan 22, 2019 | Object DiscoveryUnsupervised Object Segmentation | CodeCode Available | 0 | 5 |
| MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation | Sep 21, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 0 | 5 |
| Masked Multi-Query Slot Attention for Unsupervised Object Discovery | Apr 30, 2024 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Grouped Discrete Representation for Object-Centric Learning | Nov 4, 2024 | AttributeObject | CodeCode Available | 0 | 5 |
| LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training | Aug 22, 2023 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale Features | Feb 26, 2019 | Object DiscoverySaliency Detection | CodeCode Available | 0 | 5 |
| GLASS: Guided Latent Slot Diffusion for Object-Centric Learning | Jan 1, 2025 | Conditional Image GenerationImage Generation | —Unverified | 0 | 0 |
| Co-Occurring of Object Detection and Identification towards unlabeled object discovery | Mar 25, 2024 | Objectobject-detection | —Unverified | 0 | 0 |
| FORLA:Federated Object-centric Representation Learning with Slot Attention | Jun 3, 2025 | DecoderFederated Learning | —Unverified | 0 | 0 |
