| Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation | Jul 17, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes | Oct 31, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Is Attention Better Than Matrix Decomposition? | Sep 9, 2021 | Conditional Image GenerationImage Generation | CodeCode Available | 1 | 5 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| iSeg: An Iterative Refinement-based Framework for Training-free Segmentation | Sep 5, 2024 | Image GenerationSegmentation | CodeCode Available | 1 | 5 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 | 5 |
| ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving Scenes | Aug 22, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 | 5 |
| Advances in Deep Concealed Scene Understanding | Apr 21, 2023 | Scene UnderstandingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation | Aug 27, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 | 5 |
| HoughNet: Integrating near and long-range evidence for visual detection | Apr 14, 2021 | 3D Object DetectionImage Generation | CodeCode Available | 1 | 5 |
| Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation | Mar 2, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation | Jan 31, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Deep Multimodal Fusion by Channel Exchanging | Nov 10, 2020 | Image-to-Image TranslationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 | 5 |
| Class Tokens Infusion for Weakly Supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 | 5 |
| CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation | Jun 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Abstract Flow for Temporal Semantic Segmentation on the Permutohedral Lattice | Mar 29, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | CodeCode Available | 1 | 5 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training | Dec 2, 2024 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Semantic Statistics Matching (D2SM) Denoising Network | Jul 19, 2022 | DenoisingImage Restoration | CodeCode Available | 1 | 5 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Joint Inductive and Transductive Learning for Video Object Segmentation | Aug 8, 2021 | Inductive LearningObject | CodeCode Available | 1 | 5 |
| Joint Learning of Localized Representations from Medical Images and Reports | Dec 6, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation | Nov 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous Driving | Apr 27, 2024 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 | 5 |
| Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation | Aug 17, 2021 | DiversityImage Segmentation | CodeCode Available | 1 | 5 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations | Aug 17, 2022 | Camera CalibrationInstance Segmentation | CodeCode Available | 1 | 5 |
| Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification | Nov 11, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 | 5 |
| KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator | Aug 17, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 | 5 |
| A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor Scenes | Aug 11, 2021 | 3D ReconstructionSemantic Segmentation | CodeCode Available | 1 | 5 |
| KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations | Jun 8, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 | 5 |
| HoVer-UNet: Accelerating HoVerNet with UNet-based multi-class nuclei segmentation via knowledge distillation | Nov 21, 2023 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| How Well Do Self-Supervised Models Transfer? | Nov 26, 2020 | Classifier calibrationFew-Shot Learning | CodeCode Available | 1 | 5 |
| HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation | Jan 16, 2025 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free | Sep 25, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 | 5 |
| CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation | Nov 21, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| CORE: Cooperative Reconstruction for Multi-Agent Perception | Jul 21, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
