| Learning Open-World Object Proposals without Learning to Classify | Aug 15, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Are We Done with Object-Centric Learning? | Apr 9, 2025 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| Unsupervised Layered Image Decomposition into Object Prototypes | Apr 29, 2021 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 | 5 |
| Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation | Jul 3, 2024 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| When Does Pruning Benefit Vision Representations? | Jul 2, 2025 | Object DiscoveryRepresentation Learning | CodeCode Available | 0 | 5 |
| Contrastive Training of Complex-Valued Autoencoders for Object Discovery | May 24, 2023 | Contrastive LearningObject | CodeCode Available | 0 | 5 |
| xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motion | Mar 19, 2025 | Multi-object discoveryObject | 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 |
| Weakly-supervised Contrastive Learning for Unsupervised Object Discovery | Jul 7, 2023 | Contrastive LearningImage Reconstruction | CodeCode Available | 0 | 5 |
| Binding threshold units with artificial oscillatory neurons | May 6, 2025 | FormObject Discovery | CodeCode Available | 0 | 5 |
| Boosting Object Representation Learning via Motion and Object Continuity | Nov 16, 2022 | Atari GamesObject | CodeCode Available | 0 | 5 |
| Entity Abstraction in Visual Model-Based Reinforcement Learning | Oct 28, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Unsupervised Musical Object Discovery from Audio | Nov 13, 2023 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Unsupervised Image Decomposition with Phase-Correlation Networks | Oct 7, 2021 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Ego-Object Discovery | Apr 7, 2015 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Unsupervised Image Matching and Object Discovery as Optimization | Apr 5, 2019 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors | Mar 21, 2024 | Feature UpsamplingObject Discovery | CodeCode Available | 0 | 5 |
| Efficient Dialog Policy Learning via Positive Memory Retention | Oct 2, 2018 | Goal-Oriented DialogObject Discovery | CodeCode Available | 0 | 5 |
| Learn To Pay Attention | Apr 6, 2018 | Adversarial AttackGeneral Classification | CodeCode Available | 0 | 5 |
| Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work | Feb 28, 2017 | ObjectObject Categorization | CodeCode Available | 0 | 5 |
| Sub-token ViT Embedding via Stochastic Resonance Transformers | Oct 6, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 0 | 5 |
| Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in Videos | Aug 19, 2023 | ObjectObject Discovery | CodeCode Available | 0 | 5 |
| Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video | Dec 23, 2017 | Autonomous DrivingClustering | CodeCode Available | 0 | 5 |
| Adaptive Slot Attention: Object Discovery with Dynamic Slot Number | Jun 13, 2024 | DecoderObject | CodeCode Available | 0 | 5 |
| 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 |
