| Image Segmentation-based Unsupervised Multiple Objects Discovery | Dec 20, 2022 | Class-agnostic Object DetectionImage Segmentation | —Unverified | 0 | 0 |
| Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy | Dec 17, 2022 | MisconceptionsObject | —Unverified | 0 | 0 |
| Incremental Object Discovery in Time-Varying Image Collections | Jun 1, 2016 | ClusteringImage Retrieval | —Unverified | 0 | 0 |
| Individuation, Identification and Object Discovery | Dec 1, 2009 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention | Feb 1, 2021 | Object Discovery | —Unverified | 0 | 0 |
| Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos | Dec 13, 2020 | ClusteringObject | —Unverified | 0 | 0 |
| Iterative Spectral Clustering for Unsupervised Object Localization | Jun 29, 2017 | ClusteringObject | —Unverified | 0 | 0 |
| Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions | Aug 1, 2022 | 3D Object DetectionAnomaly Detection | —Unverified | 0 | 0 |
| K-means for unsupervised instance segmentation using a self-supervised transformer | Oct 4, 2022 | Instance SegmentationObject Detection | —Unverified | 0 | 0 |
| Label-Efficient 3D Object Detection For Road-Side Units | Apr 9, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| Language-Mediated, Object-Centric Representation Learning | Dec 31, 2020 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Large Scale Novel Object Discovery in 3D | Jan 22, 2017 | ClusteringObject | —Unverified | 0 | 0 |
| Large-Scale Object Mining for Object Discovery from Unlabeled Video | Feb 28, 2019 | ClusteringObject | —Unverified | 0 | 0 |
| Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection | Jun 1, 2024 | Knowledge DistillationObject | —Unverified | 0 | 0 |
| Leveraging Registers in Vision Transformers for Robust Adaptation | Jan 8, 2025 | Anomaly DetectionObject Discovery | —Unverified | 0 | 0 |
| Mining And-Or Graphs for Graph Matching and Object Discovery | Dec 1, 2015 | Graph MatchingGraph Mining | —Unverified | 0 | 0 |
| MOST: Multiple Object localization with Self-supervised Transformers for object discovery | Apr 11, 2023 | Objectobject-detection | —Unverified | 0 | 0 |
| Motion-inductive Self-supervised Object Discovery in Videos | Oct 1, 2022 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset | Jun 13, 2024 | 3D ReconstructionAutonomous Vehicles | —Unverified | 0 | 0 |
| Multi-Label Self-Supervised Learning with Scene Images | Aug 7, 2023 | Contrastive LearningMulti-Label Classification | —Unverified | 0 | 0 |
| Multi-Object Discovery by Low-Dimensional Object Motion | Jul 16, 2023 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 | 0 |
| Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations | Feb 2, 2024 | Contrastive LearningObject | —Unverified | 0 | 0 |
| Object-Category Aware Reinforcement Learning | Oct 13, 2022 | Feature EngineeringObject | —Unverified | 0 | 0 |
| Object Discovery in Videos as Foreground Motion Clustering | Dec 6, 2018 | ClusteringMotion Segmentation | —Unverified | 0 | 0 |
| Object Discovery via Cohesion Measurement | Apr 28, 2017 | ClusteringImage Segmentation | —Unverified | 0 | 0 |
| Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory | Nov 25, 2024 | Objectobject-detection | —Unverified | 0 | 0 |
| Out of Sight, Still in Mind: Reasoning and Planning about Unobserved Objects with Video Tracking Enabled Memory Models | Sep 26, 2023 | ObjectObject Discovery | —Unverified | 0 | 0 |
| OV-SCAN: Semantically Consistent Alignment for Novel Object Discovery in Open-Vocabulary 3D Object Detection | Mar 9, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries | Nov 17, 2017 | ObjectObject Discovery | —Unverified | 0 | 0 |
| PatchCut: Data-Driven Object Segmentation via Local Shape Transfer | Jun 1, 2015 | ObjectObject Discovery | —Unverified | 0 | 0 |
| PatchNet: Unsupervised Object Discovery based on Patch Embedding | Jun 16, 2021 | ClusteringMulti-object discovery | —Unverified | 0 | 0 |
| Pixel Objectness | Jan 19, 2017 | Foreground SegmentationImage Retargeting | —Unverified | 0 | 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 | 0 |
| Pushing the envelope in deep visual recognition for mobile platforms | Oct 16, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Relaxed Multiple-Instance SVM with Application to Object Discovery | Oct 5, 2015 | General Classificationimage-classification | —Unverified | 0 | 0 |
| Rethinking Image-to-Video Adaptation: An Object-centric Perspective | Jul 9, 2024 | Action RecognitionObject | —Unverified | 0 | 0 |
| Sample, Crop, Track: Self-Supervised Mobile 3D Object Detection for Urban Driving LiDAR | Sep 21, 2022 | 3D Object DetectionObject | —Unverified | 0 | 0 |
| SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences | Jul 5, 2021 | Active Object DetectionObject | —Unverified | 0 | 0 |
| Segmentation Free Object Discovery in Video | Sep 1, 2016 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model | Nov 22, 2016 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Self-Supervision by Prediction for Object Discovery in Videos | Mar 9, 2021 | Inductive BiasObject | —Unverified | 0 | 0 |
| Self-supervisory Signals for Object Discovery and Detection | Jun 8, 2018 | ClusteringObject | —Unverified | 0 | 0 |
| Simultaneous Localization, Mapping, and Manipulation for Unsupervised Object Discovery | Nov 4, 2014 | Motion SegmentationObject | —Unverified | 0 | 0 |
| Slot-BERT: Self-supervised Object Discovery in Surgical Video | Jan 21, 2025 | DisentanglementDomain Adaptation | —Unverified | 0 | 0 |
| SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models | May 18, 2023 | Image GenerationObject | —Unverified | 0 | 0 |
| SlotGNN: Unsupervised Discovery of Multi-Object Representations and Visual Dynamics | Oct 6, 2023 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation | Jan 27, 2025 | Image GenerationObject Discovery | —Unverified | 0 | 0 |
| Spacetime Graph Optimization for Video Object Segmentation | Jul 7, 2019 | ClusteringObject | —Unverified | 0 | 0 |
| SURGIVID: Annotation-Efficient Surgical Video Object Discovery | Sep 12, 2024 | ObjectObject Discovery | —Unverified | 0 | 0 |
| Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation | Apr 10, 2021 | ObjectObject Discovery | —Unverified | 0 | 0 |