| Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? | Sep 13, 2023 | Image ClassificationImage Retrieval | CodeCode Available | 1 |
| OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments | Jun 14, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities | Jun 7, 2023 | ObjectObject Discovery | CodeCode Available | 1 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 |
| Object Discovery from Motion-Guided Tokens | Mar 27, 2023 | DecoderObject | CodeCode Available | 1 |
| Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames | Feb 9, 2023 | ObjectObject Discovery | CodeCode Available | 1 |
| Unsupervised Object Localization: Observing the Background to Discover Objects | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Discovering A Variety of Objects in Spatio-Temporal Human-Object Interactions | Nov 14, 2022 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| MOVE: Unsupervised Movable Object Segmentation and Detection | Oct 14, 2022 | Class-agnostic Object DetectionObject | CodeCode Available | 1 |
| 4D Unsupervised Object Discovery | Oct 10, 2022 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 1 |
| Object Discovery via Contrastive Learning for Weakly Supervised Object Detection | Aug 16, 2022 | Contrastive LearningObject | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 |
| 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 |
| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Monocular Arbitrary Moving Object Discovery and Segmentation | Nov 22, 2021 | Motion SegmentationObject | CodeCode Available | 1 |
| Learning Co-segmentation by Segment Swapping for Retrieval and Discovery | Oct 29, 2021 | Graph ClusteringObject Discovery | CodeCode Available | 1 |
| Localizing Objects with Self-Supervised Transformers and no Labels | Sep 29, 2021 | ObjectObject Discovery | CodeCode Available | 1 |
| Learning to Track Objects from Unlabeled Videos | Aug 28, 2021 | Object DiscoveryOptical Flow Estimation | CodeCode Available | 1 |
| Learning Open-World Object Proposals without Learning to Classify | Aug 15, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Large-Scale Unsupervised Object Discovery | Jun 12, 2021 | Multi-object discoveryObject | CodeCode Available | 1 |
| Unsupervised Layered Image Decomposition into Object Prototypes | Apr 29, 2021 | ObjectObject Discovery | CodeCode Available | 1 |
