{"total":16,"rows":[{"id":"2304.09854","title":"Transformer-Based Visual Segmentation: A Survey","created":"2023-04-19","cited_by_count":124,"area":null},{"id":"2309.16133","title":"Mask4Former: Mask Transformer for 4D Panoptic Segmentation","created":"2023-09-28","cited_by_count":24,"area":null},{"id":"2308.01686","title":"LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment","created":"2023-08-03","cited_by_count":18,"area":null},{"id":"2303.13509","title":"Position-Guided Point Cloud Panoptic Segmentation Transformer","created":"2023-03-23","cited_by_count":17,"area":null},{"id":"2311.01520","title":"4D-Former: Multimodal 4D Panoptic Segmentation","created":"2023-11-02","cited_by_count":12,"area":null},{"id":"2505.18956","title":"How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation","created":"2025-05-25","cited_by_count":8,"area":null},{"id":"2312.08234","title":"Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation","created":"2023-12-13","cited_by_count":6,"area":null},{"id":"2506.13265","title":"Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning","created":"2025-06-16","cited_by_count":6,"area":null},{"id":"2602.19349","title":"UP-Fuse: Uncertainty-guided LiDAR-Camera Fusion for 3D Panoptic Segmentation","created":"2026-02-22","cited_by_count":6,"area":null},{"id":"2410.08206","title":"Interactive4D: Interactive 4D LiDAR Segmentation","created":"2024-10-10","cited_by_count":4,"area":null},{"id":"2408.11280","title":"Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation","created":"2024-08-21","cited_by_count":2,"area":null},{"id":"2507.03441","title":"Radar Tracker: Moving Instance Tracking in Sparse and Noisy Radar Point Clouds","created":"2025-07-04","cited_by_count":2,"area":null},{"id":"2507.06906","title":"SemRaFiner: Panoptic Segmentation in Sparse and Noisy Radar Point Clouds","created":"2025-07-09","cited_by_count":2,"area":null},{"id":"2503.13203","title":"Is clustering enough for LiDAR instance segmentation? A state-of-the-art training-free baseline","created":"2025-03-17","cited_by_count":1,"area":null},{"id":"2503.16378","title":"Panoptic-CUDAL: Rural Australia Point Cloud Dataset in Rainy Conditions","created":"2025-03-20","cited_by_count":1,"area":null},{"id":"2408.15813","title":"DQFormer: Towards Unified LiDAR Panoptic Segmentation with Decoupled Queries","created":"2024-08-28","cited_by_count":0,"area":null}],"next_cursor":null}