| Cut and Learn for Unsupervised Object Detection and Instance Segmentation | Jan 26, 2023 | Instance Segmentationobject-detection | CodeCode Available | 3 | 5 |
| Scene-Centric Unsupervised Panoptic Segmentation | Apr 2, 2025 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 | 5 |
| GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian Mixture | Jun 3, 2021 | ClusteringObject | CodeCode Available | 1 | 5 |
| MOD-UV: Learning Mobile Object Detectors from Unlabeled Videos | May 23, 2024 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels | Mar 11, 2025 | 3D Object DetectionObject | CodeCode Available | 1 | 5 |
| An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection | Jan 24, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene | Jul 11, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Vision-Language Guidance for LiDAR-based Unsupervised 3D Object Detection | Aug 7, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Class-aware Sounding Objects Localization via Audiovisual Correspondence | Dec 22, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes | May 24, 2024 | 3D Object DetectionObject Detection | CodeCode Available | 1 | 5 |
| Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching | Aug 19, 2023 | object-detectionObject Detection | CodeCode Available | 0 | 5 |
| Leveraging Color Channel Independence for Improved Unsupervised Object Detection | Dec 19, 2024 | DisentanglementObject | —Unverified | 0 | 0 |
| A Metamodel and Framework for AGI | Aug 28, 2020 | Federated Learningobject-detection | —Unverified | 0 | 0 |
| ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues | Jan 18, 2022 | Objectobject-detection | —Unverified | 0 | 0 |
| Towards Unsupervised Object Detection From LiDAR Point Clouds | Nov 3, 2023 | Objectobject-detection | —Unverified | 0 | 0 |
| Unsupervised learning based object detection using Contrastive Learning | Feb 21, 2024 | Contrastive LearningObject | —Unverified | 0 | 0 |
| Unsupervised Object Detection with Theoretical Guarantees | Jun 11, 2024 | DecoderObject | —Unverified | 0 | 0 |
| Unsupervised Object Detection with LiDAR Clues | Nov 25, 2020 | Objectobject-detection | —Unverified | 0 | 0 |
