| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| Object Discovery via Contrastive Learning for Weakly Supervised Object Detection | Aug 16, 2022 | Contrastive LearningObject | CodeCode Available | 1 | 5 |
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 | 5 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| PickScan: Object discovery and reconstruction from handheld interactions | Nov 17, 2024 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery | May 27, 2024 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Contrastive Training of Complex-Valued Autoencoders for Object Discovery | May 24, 2023 | Contrastive LearningObject | CodeCode Available | 0 | 5 |
| Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers | Oct 24, 2022 | Objectobject-detection | CodeCode Available | 0 | 5 |
| PEEKABOO: Hiding parts of an image for unsupervised object localization | Jul 24, 2024 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Binding threshold units with artificial oscillatory neurons | May 6, 2025 | FormObject Discovery | CodeCode Available | 0 | 5 |
| Entity Abstraction in Visual Model-Based Reinforcement Learning | Oct 28, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Boosting Object Representation Learning via Motion and Object Continuity | Nov 16, 2022 | Atari GamesObject | CodeCode Available | 0 | 5 |
| Object-Proposal Evaluation Protocol is 'Gameable' | May 21, 2015 | DiagnosticObject | CodeCode Available | 0 | 5 |
| Object proposal generation applying the distance dependent Chinese restaurant process | Apr 12, 2017 | Bayesian InferenceObject | CodeCode Available | 0 | 5 |
| Ego-Object Discovery | Apr 7, 2015 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Object Discovery with a Copy-Pasting GAN | May 27, 2019 | ObjectObject Discovery | 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 and representation networks | Mar 16, 2022 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Efficient Dialog Policy Learning via Positive Memory Retention | Oct 2, 2018 | Goal-Oriented DialogObject Discovery | 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 |
| COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration | May 22, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Adaptive Slot Attention: Object Discovery with Dynamic Slot Number | Jun 13, 2024 | DecoderObject | CodeCode Available | 0 | 5 |
| Adversarial Normalization: I Can Visualize Everything (ICE) | Jan 1, 2023 | Object DiscoveryObject Localization | CodeCode Available | 0 | 5 |
| MONet: Unsupervised Scene Decomposition and Representation | Jan 22, 2019 | Object DiscoveryUnsupervised Object Segmentation | CodeCode Available | 0 | 5 |
| Chair Segments: A Compact Benchmark for the Study of Object Segmentation | Dec 2, 2020 | GPUimage-classification | CodeCode Available | 0 | 5 |
