| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 |
| Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery | Apr 22, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving | Apr 19, 2024 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| How to Benchmark Vision Foundation Models for Semantic Segmentation? | Apr 18, 2024 | BenchmarkingDecoder | CodeCode Available | 1 |
| The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models | Apr 18, 2024 | Instance SegmentationObject | CodeCode Available | 1 |
| Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach | Apr 17, 2024 | DecoderGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching | Apr 17, 2024 | Earth Observationgeo-localization | CodeCode Available | 1 |
| Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images | Apr 17, 2024 | Domain AdaptationEarth Observation | CodeCode Available | 1 |
| A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery | Apr 16, 2024 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 |
| Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation | Apr 16, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing Domain | Apr 16, 2024 | Few-Shot Semantic SegmentationImage Inpainting | CodeCode Available | 1 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 |
| nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation | Apr 15, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| Let-It-Flow: Simultaneous Optimization of 3D Flow and Object Clustering | Apr 12, 2024 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic Perception | Apr 12, 2024 | Autonomous DrivingEvent-based vision | CodeCode Available | 1 |
| OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground Utilities | Apr 11, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation | Apr 11, 2024 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance | Apr 8, 2024 | DenoisingSemantic Segmentation | CodeCode Available | 1 |
| FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation | Apr 7, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball | Apr 4, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation | Apr 3, 2024 | AttributeSemantic Segmentation | CodeCode Available | 1 |
| Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation | Apr 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
