| EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing | Aug 15, 2023 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 |
| Active Label Correction for Semantic Segmentation with Foundation Models | Mar 16, 2024 | Semantic SegmentationSuperpixels | CodeCode Available | 1 |
| ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual Connections | Feb 17, 2024 | Diversityimage-classification | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation | Sep 24, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation | Sep 6, 2023 | DecoderImage Compression | CodeCode Available | 1 |
| RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks | Jun 14, 2022 | Action SegmentationInstance Segmentation | CodeCode Available | 1 |
| Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results | Apr 3, 2025 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 |
| Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling | Jan 1, 2021 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Road Extraction by Deep Residual U-Net | Nov 29, 2017 | Lesion SegmentationLung Nodule Segmentation | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Robust 3D Cell Segmentation: Extending the View of Cellpose | May 3, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder | Jul 23, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation | Oct 30, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency | Aug 29, 2024 | Instance SegmentationSegmentation | 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 |
| Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems | Mar 23, 2024 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 |
| Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models | Jun 22, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Robust Visual Tracking by Segmentation | Mar 21, 2022 | DecoderObject Tracking | CodeCode Available | 1 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Accelerating Video Object Segmentation with Compressed Video | Jul 26, 2021 | ObjectSegmentation | CodeCode Available | 1 |
