| Learning Open-World Object Proposals without Learning to Classify | Aug 15, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| PROGrasp: Pragmatic Human-Robot Communication for Object Grasping | Sep 14, 2023 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| Complex-Valued Autoencoders for Object Discovery | Apr 5, 2022 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| Towards Robust Robot 3D Perception in Urban Environments: The UT Campus Object Dataset | Sep 24, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Toward unsupervised, multi-object discovery in large-scale image collections | Jul 6, 2020 | Multi-object colocalizationMulti-object discovery | CodeCode Available | 1 | 5 |
| Monocular Arbitrary Moving Object Discovery and Segmentation | Nov 22, 2021 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| MOVE: Unsupervised Movable Object Segmentation and Detection | Oct 14, 2022 | Class-agnostic Object DetectionObject | CodeCode Available | 1 | 5 |
| Are We Done with Object-Centric Learning? | Apr 9, 2025 | 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 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 | 5 |
| 4D Unsupervised Object Discovery | Oct 10, 2022 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 1 | 5 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| Detecting Every Object from Events | Apr 8, 2024 | Autonomous DrivingClass-agnostic Object Detection | CodeCode Available | 1 | 5 |
| Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames | Feb 9, 2023 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| GuessWhat?! Visual object discovery through multi-modal dialogue | Nov 23, 2016 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection | Jun 21, 2024 | Class-agnostic Object DetectionMulti-object discovery | CodeCode Available | 1 | 5 |
| Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? | Sep 13, 2023 | Image ClassificationImage Retrieval | CodeCode Available | 1 | 5 |
| Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery | Dec 12, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Discovering Objects that Can Move | Mar 18, 2022 | Motion SegmentationObject | 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 |
| Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation | Nov 29, 2023 | ClusteringObject | CodeCode Available | 1 | 5 |
| Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities | Jun 7, 2023 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
| Reconstruction Bottlenecks in Object-Centric Generative Models | Jul 13, 2020 | ObjectObject Discovery | CodeCode Available | 1 | 5 |
