| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 |
| Referring Image Segmentation Using Text Supervision | Aug 28, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 |
| Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation | Aug 28, 2023 | Autonomous VehiclesBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Beyond One-to-One: Rethinking the Referring Image Segmentation | Aug 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation | Aug 26, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders | Aug 26, 2023 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network | Aug 25, 2023 | Cross-Domain Few-ShotSemantic Segmentation | CodeCode Available | 1 |
| Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation | Aug 25, 2023 | ObjectObject Tracking | CodeCode Available | 1 |
| Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers | Aug 25, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| ACC-UNet: A Completely Convolutional UNet model for the 2020s | Aug 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation | Aug 25, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free Networks | Aug 24, 2023 | 3D Semantic SegmentationFew-shot 3D semantic segmentation | CodeCode Available | 1 |
| SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets | Aug 23, 2023 | Autonomous NavigationPseudo Label | CodeCode Available | 1 |
| SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation | Aug 23, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 1 |
| Understanding Dark Scenes by Contrasting Multi-Modal Observations | Aug 23, 2023 | Contrastive LearningScene Understanding | CodeCode Available | 1 |
| Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation | Aug 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation | Aug 22, 2023 | Active LearningPoint Cloud Segmentation | CodeCode Available | 1 |
| Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations | Aug 22, 2023 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset | Aug 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 |
| SynDrone -- Multi-modal UAV Dataset for Urban Scenarios | Aug 21, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| False Negative/Positive Control for SAM on Noisy Medical Images | Aug 20, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave Radar | Aug 20, 2023 | Autonomous Navigationobject-detection | CodeCode Available | 1 |
| LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark | Aug 18, 2023 | DiversityPanoptic Segmentation | CodeCode Available | 1 |
| Single Frame Semantic Segmentation Using Multi-Modal Spherical Images | Aug 18, 2023 | Semantic Segmentation | CodeCode Available | 1 |
