| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification | Feb 5, 2024 | Artery/Veins Retinal Vessel SegmentationClassification | CodeCode Available | 1 |
| Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation | Jul 24, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation | Jun 10, 2025 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 |
| Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI | Jun 19, 2020 | DecoderExplainable artificial intelligence | CodeCode Available | 1 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 |
| AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform | Dec 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data | Mar 8, 2023 | Autonomous NavigationClustering | CodeCode Available | 1 |
| S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar Imagery | Jan 3, 2024 | 3D ReconstructionDisparity Estimation | CodeCode Available | 1 |
| Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images | Oct 15, 2021 | Active LearningLand Cover Classification | CodeCode Available | 1 |
| Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation | Mar 29, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| ELSA: Enhanced Local Self-Attention for Vision Transformer | Dec 23, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation | Sep 6, 2023 | DecoderImage Compression | CodeCode Available | 1 |
| SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving | Mar 7, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| SALT: Singular Value Adaptation with Low-Rank Transformation | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing | Aug 15, 2023 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 |
| Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency | Aug 29, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition | Feb 20, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| End-to-End Human Instance Matting | Mar 3, 2024 | Image MattingInstance Segmentation | CodeCode Available | 1 |
| Efficient Visual Pretraining with Contrastive Detection | Mar 19, 2021 | Semantic SegmentationTransfer Learning | 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 |
| SAMAug: Point Prompt Augmentation for Segment Anything Model | Jul 3, 2023 | Image Segmentationmodel | CodeCode Available | 1 |
| Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation | Jul 21, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
