| Contextual Transformer Networks for Visual Recognition | Jul 26, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow | Nov 20, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 | 5 |
| FANet: Feature Amplification Network for Semantic Segmentation in Cluttered Background | Jul 12, 2024 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Continual atlas-based segmentation of prostate MRI | Nov 1, 2023 | Continual Learningimage-classification | CodeCode Available | 1 | 5 |
| Continual Attentive Fusion for Incremental Learning in Semantic Segmentation | Feb 1, 2022 | Incremental LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation | Apr 7, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Continual Hippocampus Segmentation with Transformers | Apr 17, 2022 | Continual LearningHippocampus | CodeCode Available | 1 | 5 |
| FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Jul 13, 2023 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| KPRNet: Improving projection-based LiDAR semantic segmentation | Jul 24, 2020 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation | Dec 27, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Fast and Accurate Scene Parsing via Bi-direction Alignment Networks | May 25, 2021 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Fast and Efficient Transformer-based Method for Bird's Eye View Instance Prediction | Nov 11, 2024 | Autonomous VehiclesInstance Segmentation | CodeCode Available | 1 | 5 |
| dacl10k: Benchmark for Semantic Bridge Damage Segmentation | Sep 1, 2023 | DiversitySegmentation | CodeCode Available | 1 | 5 |
| Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network | Nov 5, 2021 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| 360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network | Feb 16, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Continuous Conditional Random Field Convolution for Point Cloud Segmentation | Oct 12, 2021 | Image SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation | Jan 1, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| OCTET: Object-aware Counterfactual Explanations | Nov 22, 2022 | Autonomous Drivingcounterfactual | CodeCode Available | 1 | 5 |
| LabelBank: Revisiting Global Perspectives for Semantic Segmentation | Mar 29, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Off-Road LiDAR Intensity Based Semantic Segmentation | Jan 2, 2024 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 1 | 5 |
| ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging | Apr 30, 2024 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Ladder Fine-tuning approach for SAM integrating complementary network | Jun 22, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Fast Object Segmentation Learning with Kernel-based Methods for Robotics | Nov 25, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 | 5 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 | 5 |
| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning | May 21, 2021 | DecoderPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| Calibrated Adversarial Refinement for Stochastic Semantic Segmentation | Jun 23, 2020 | Semantic Segmentationvalid | CodeCode Available | 1 | 5 |
| Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN | May 31, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription | Jan 9, 2025 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation | Jul 16, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Transductive Approach for Video Object Segmentation | Apr 15, 2020 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Knowledge Distillation from 3D to Bird's-Eye-View for LiDAR Semantic Segmentation | Apr 22, 2023 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 | 5 |
| Fast Video Object Segmentation using the Global Context Module | Jan 30, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Knowledge Distillation from A Stronger Teacher | May 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| FCCDN: Feature Constraint Network for VHR Image Change Detection | May 23, 2021 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism | Feb 10, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 | 5 |
| FCN-Transformer Feature Fusion for Polyp Segmentation | Aug 17, 2022 | Lesion DetectionMedical Image Segmentation | CodeCode Available | 1 | 5 |
| 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving | Jan 24, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
