| Panoptic Feature Pyramid Networks | Jan 8, 2019 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 4 |
| Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation | Apr 5, 2024 | DecoderMamba | CodeCode Available | 3 |
| U-Net: Convolutional Networks for Biomedical Image Segmentation | May 18, 2015 | Cell SegmentationCell Tracking | CodeCode Available | 3 |
| Context Encoding for Semantic Segmentation | Mar 23, 2018 | image-classificationImage Classification | CodeCode Available | 2 |
| Delivering Arbitrary-Modal Semantic Segmentation | Mar 2, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | Mar 9, 2022 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 2 |
| StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation | Aug 2, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Swin Transformer: Hierarchical Vision Transformer using Shifted Windows | Mar 25, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning | Apr 26, 2024 | Multispectral Object DetectionPedestrian Detection | CodeCode Available | 2 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 |
| Calibrated RGB-D Salient Object Detection | Jun 19, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis | Nov 13, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection | Jul 14, 2020 | Decoderobject-detection | CodeCode Available | 1 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 |
| FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation | Oct 18, 2021 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 1 |
| FTNet: Feature Transverse Network for Thermal Image Semantic Segmentation | Oct 26, 2021 | BenchmarkingScene 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 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Enhanced Boundary Learning for Glass-like Object Segmentation | Mar 29, 2021 | DecoderObject | CodeCode Available | 1 |
| Context-Aware Interaction Network for RGB-T Semantic Segmentation | Jan 3, 2024 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| Accurate RGB-D Salient Object Detection via Collaborative Learning | Jul 23, 2020 | Objectobject-detection | CodeCode Available | 1 |
| DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection | Mar 19, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Deep High-Resolution Representation Learning for Visual Recognition | Aug 20, 2019 | Dichotomous Image SegmentationFace Alignment | CodeCode Available | 1 |
| Complementary Random Masking for RGB-Thermal Semantic Segmentation | Mar 30, 2023 | Scene UnderstandingSemantic Segmentation | CodeCode Available | 1 |
