| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 | 5 |
| GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement | Apr 20, 2021 | ClusteringImage Generation | CodeCode Available | 1 | 5 |
| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 | 5 |
| SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers | Dec 1, 2023 | DecoderObject | CodeCode Available | 1 | 5 |
| Segmenting Moving Objects via an Object-Centric Layered Representation | Jul 5, 2022 | Instance SegmentationMotion Segmentation | CodeCode Available | 1 | 5 |
| Unsupervised Object Segmentation by Redrawing | May 27, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Emergence of Object Segmentation in Perturbed Generative Models | May 29, 2019 | ObjectSemantic Segmentation | CodeCode Available | 0 | 5 |
| ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation | Nov 25, 2022 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 | 5 |
| MONet: Unsupervised Scene Decomposition and Representation | Jan 22, 2019 | Object DiscoveryUnsupervised Object Segmentation | CodeCode Available | 0 | 5 |
