| K-means for unsupervised instance segmentation using a self-supervised transformer | Oct 4, 2022 | Instance SegmentationObject Detection | —Unverified | 0 |
| Label-Efficient 3D Object Detection For Road-Side Units | Apr 9, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Language-Mediated, Object-Centric Representation Learning | Dec 31, 2020 | ObjectObject Discovery | —Unverified | 0 |
| Large Scale Novel Object Discovery in 3D | Jan 22, 2017 | ClusteringObject | —Unverified | 0 |
| Large-Scale Object Mining for Object Discovery from Unlabeled Video | Feb 28, 2019 | ClusteringObject | —Unverified | 0 |
| Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection | Jun 1, 2024 | Knowledge DistillationObject | —Unverified | 0 |
| Leveraging Registers in Vision Transformers for Robust Adaptation | Jan 8, 2025 | Anomaly DetectionObject Discovery | —Unverified | 0 |
| Mining And-Or Graphs for Graph Matching and Object Discovery | Dec 1, 2015 | Graph MatchingGraph Mining | —Unverified | 0 |
| MOST: Multiple Object localization with Self-supervised Transformers for object discovery | Apr 11, 2023 | Objectobject-detection | —Unverified | 0 |
| Motion-inductive Self-supervised Object Discovery in Videos | Oct 1, 2022 | ObjectObject Discovery | —Unverified | 0 |
| Relaxed Multiple-Instance SVM with Application to Object Discovery | Oct 5, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Rethinking Image-to-Video Adaptation: An Object-centric Perspective | Jul 9, 2024 | Action RecognitionObject | —Unverified | 0 |
| Sample, Crop, Track: Self-Supervised Mobile 3D Object Detection for Urban Driving LiDAR | Sep 21, 2022 | 3D Object DetectionObject | —Unverified | 0 |
| SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences | Jul 5, 2021 | Active Object DetectionObject | —Unverified | 0 |
| Segmentation Free Object Discovery in Video | Sep 1, 2016 | ObjectObject Discovery | —Unverified | 0 |
| Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model | Nov 22, 2016 | ObjectObject Discovery | —Unverified | 0 |
| Self-Supervision by Prediction for Object Discovery in Videos | Mar 9, 2021 | Inductive BiasObject | —Unverified | 0 |
| Self-supervisory Signals for Object Discovery and Detection | Jun 8, 2018 | ClusteringObject | —Unverified | 0 |
| Simultaneous Localization, Mapping, and Manipulation for Unsupervised Object Discovery | Nov 4, 2014 | Motion SegmentationObject | —Unverified | 0 |
| Slot-BERT: Self-supervised Object Discovery in Surgical Video | Jan 21, 2025 | DisentanglementDomain Adaptation | —Unverified | 0 |
| SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models | May 18, 2023 | Image GenerationObject | —Unverified | 0 |
| SlotGNN: Unsupervised Discovery of Multi-Object Representations and Visual Dynamics | Oct 6, 2023 | ObjectObject Discovery | —Unverified | 0 |
| Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation | Jan 27, 2025 | Image GenerationObject Discovery | —Unverified | 0 |
| Spacetime Graph Optimization for Video Object Segmentation | Jul 7, 2019 | ClusteringObject | —Unverified | 0 |
| SURGIVID: Annotation-Efficient Surgical Video Object Discovery | Sep 12, 2024 | ObjectObject Discovery | —Unverified | 0 |
| Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation | Apr 10, 2021 | ObjectObject Discovery | —Unverified | 0 |
| Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games | Jun 17, 2018 | Object DiscoveryOptical Flow Estimation | —Unverified | 0 |
| Temporally Consistent Object-Centric Learning by Contrasting Slots | Dec 18, 2024 | Inductive BiasObject | —Unverified | 0 |
| The Background Also Matters: Background-Aware Motion-Guided Objects Discovery | Nov 5, 2023 | ObjectObject Discovery | —Unverified | 0 |
| TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut | Sep 1, 2022 | Object DiscoverySaliency Detection | —Unverified | 0 |
| Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior | Jun 1, 2013 | ObjectObject Discovery | —Unverified | 0 |
| Towards Open-set Camera 3D Object Detection | Jun 25, 2024 | 3D Object DetectionObject | —Unverified | 0 |
| Towards Unsupervised Object Detection From LiDAR Point Clouds | Nov 3, 2023 | Objectobject-detection | —Unverified | 0 |
| Track, Check, Repeat: An EM Approach to Unsupervised Tracking | Apr 7, 2021 | Data AugmentationObject Discovery | —Unverified | 0 |
| TUSK: Task-Agnostic Unsupervised Keypoints | Jun 16, 2022 | Object DiscoveryUnsupervised Keypoints | —Unverified | 0 |
| Universal Bounding Box Regression and Its Applications | Apr 15, 2019 | Objectobject-detection | —Unverified | 0 |
| Grounded Object Centric Learning | Jul 18, 2023 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised Discovery of 3D Physical Objects from Video | Jul 24, 2020 | 3D geometryObject | —Unverified | 0 |
| Unsupervised Discovery of 3D Physical Objects | Jan 1, 2021 | 3D geometryObject | —Unverified | 0 |
| Unsupervised Discovery of Object-Centric Neural Fields | Feb 12, 2024 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised Joint Object Discovery and Segmentation in Internet Images | Jun 1, 2013 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised learning from video to detect foreground objects in single images | Mar 31, 2017 | Object Discovery | —Unverified | 0 |
| Unsupervised learning of foreground object detection | Aug 14, 2018 | Image SegmentationObject | —Unverified | 0 |
| Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy | Oct 30, 2024 | NavigateObject | —Unverified | 0 |
| Unsupervised Object Discovery and Segmentation of RGBD-images | Oct 18, 2017 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals | Jan 25, 2015 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming | Jul 20, 2017 | Objectobject-detection | —Unverified | 0 |
| Unsupervised Object Discovery and Tracking in Video Collections | May 14, 2015 | ObjectObject Discovery | —Unverified | 0 |
| Unsupervised object discovery for instance recognition | Sep 14, 2017 | Image RetrievalObject | —Unverified | 0 |
| Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks | Nov 22, 2017 | DecoderObject | —Unverified | 0 |