| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 |
| Fitting Segmentation Networks on Varying Image Resolutions using Splatting | Jun 13, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic Segmentation | Mar 21, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| FLAIR #2: textural and temporal information for semantic segmentation from multi-source optical imagery | May 23, 2023 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 |
| DeepMIM: Deep Supervision for Masked Image Modeling | Mar 15, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Automatic Data Augmentation for 3D Medical Image Segmentation | Oct 7, 2020 | Data AugmentationDiversity | CodeCode Available | 1 |
| Flexible Style Image Super-Resolution using Conditional Objective | Jan 13, 2022 | Image Super-ResolutionMulti-Task Learning | CodeCode Available | 1 |
| FlexiViT: One Model for All Patch Sizes | Dec 15, 2022 | AllImage-text Retrieval | CodeCode Available | 1 |
| Activate or Not: Learning Customized Activation | Sep 10, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 |
| FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation | Apr 14, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| Focal Self-attention for Local-Global Interactions in Vision Transformers | Jul 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation | Dec 16, 2021 | Feature ImportanceScene Understanding | CodeCode Available | 1 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation | Nov 29, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| FoodSAM: Any Food Segmentation | Aug 11, 2023 | Image SegmentationInstance 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 |
| Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation | Aug 13, 2020 | ClassificationFew-Shot Object Detection | CodeCode Available | 1 |
| Local Label Point Correction for Edge Detection of Overlapping Cervical Cells | Oct 5, 2020 | Cell SegmentationEdge Detection | CodeCode Available | 1 |
| Automatic labelling of urban point clouds using data fusion | Aug 31, 2021 | ManagementSegmentation | CodeCode Available | 1 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Algorithm-hardware Co-design for Deformable Convolution | Feb 19, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Form2Seq : A Framework for Higher-Order Form Structure Extraction | Jul 9, 2021 | FormSemantic Segmentation | CodeCode Available | 1 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 |
| BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation | Jun 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation | Mar 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| Deep learning based geometric registration for medical images: How accurate can we get without visual features? | Mar 1, 2021 | DecoderDescriptive | CodeCode Available | 1 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models | Oct 23, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception | Apr 15, 2025 | Data AugmentationDenoising | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation | Jul 18, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| Deep Learning based Food Instance Segmentation using Synthetic Data | Jul 15, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation | Sep 25, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder | Dec 8, 2022 | Few-Shot LearningSegmentation | CodeCode Available | 1 |
| AlignSeg: Feature-Aligned Segmentation Networks | Feb 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| Fully Automated Scan-to-BIM Via Point Cloud Instance Segmentation | Sep 11, 2023 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Fully Convolutional Open Set Segmentation | Jun 25, 2020 | Open Set LearningSegmentation | CodeCode Available | 1 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
