| Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers | Oct 24, 2022 | Objectobject-detection | CodeCode Available | 0 |
| MOVE: Unsupervised Movable Object Segmentation and Detection | Oct 14, 2022 | Class-agnostic Object DetectionObject | CodeCode Available | 1 |
| Object-Category Aware Reinforcement Learning | Oct 13, 2022 | Feature EngineeringObject | —Unverified | 0 |
| 4D Unsupervised Object Discovery | Oct 10, 2022 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 1 |
| Differentiable Mathematical Programming for Object-Centric Representation Learning | Oct 5, 2022 | ObjectObject Discovery | —Unverified | 0 |
| K-means for unsupervised instance segmentation using a self-supervised transformer | Oct 4, 2022 | Instance SegmentationObject Detection | —Unverified | 0 |
| Motion-inductive Self-supervised Object Discovery in Videos | Oct 1, 2022 | ObjectObject Discovery | —Unverified | 0 |
| Sample, Crop, Track: Self-Supervised Mobile 3D Object Detection for Urban Driving LiDAR | Sep 21, 2022 | 3D Object DetectionObject | —Unverified | 0 |
| TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut | Sep 1, 2022 | Object DiscoverySaliency Detection | —Unverified | 0 |
| Objects Can Move: 3D Change Detection by Geometric Transformation Constistency | Aug 21, 2022 | Change DetectionObject | CodeCode Available | 0 |
| Object Discovery via Contrastive Learning for Weakly Supervised Object Detection | Aug 16, 2022 | Contrastive LearningObject | CodeCode Available | 1 |
| Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions | Aug 1, 2022 | 3D Object DetectionAnomaly Detection | —Unverified | 0 |
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 |
| SCIM: Simultaneous Clustering, Inference, and Mapping for Open-World Semantic Scene Understanding | Jun 21, 2022 | ClusteringObject Discovery | CodeCode Available | 0 |
| TUSK: Task-Agnostic Unsupervised Keypoints | Jun 16, 2022 | Object DiscoveryUnsupervised Keypoints | —Unverified | 0 |
| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Complex-Valued Autoencoders for Object Discovery | Apr 5, 2022 | ObjectObject Discovery | CodeCode Available | 1 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Nighttime Aerial Tracking | Mar 20, 2022 | Domain AdaptationObject Discovery | CodeCode Available | 1 |
| Discovering Objects that Can Move | Mar 18, 2022 | Motion SegmentationObject | CodeCode Available | 1 |
| Object discovery and representation networks | Mar 16, 2022 | Instance SegmentationObject | CodeCode Available | 0 |
| Towards Self-Supervised Learning of Global and Object-Centric Representations | Mar 11, 2022 | Data AugmentationObject | CodeCode Available | 0 |
| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut | Feb 23, 2022 | Objectobject-detection | CodeCode Available | 2 |
| Monocular Arbitrary Moving Object Discovery and Segmentation | Nov 22, 2021 | Motion SegmentationObject | CodeCode Available | 1 |
