| Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation | Jul 17, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Learning with Explicit Shape Priors for Medical Image Segmentation | Mar 31, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control | Oct 3, 2021 | BIG-bench Machine LearningInstance Segmentation | CodeCode Available | 1 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution Attention | Jan 11, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization | Mar 8, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations | Oct 26, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free Networks | Aug 24, 2023 | 3D Semantic SegmentationFew-shot 3D semantic segmentation | CodeCode Available | 1 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 |
| LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning | Oct 19, 2023 | Autonomous DrivingImitation Learning | CodeCode Available | 1 |
| Boosting Video Object Segmentation via Space-time Correspondence Learning | Apr 13, 2023 | ObjectSegmentation | CodeCode Available | 1 |
| LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation | Dec 5, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models | Jan 25, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding | Nov 29, 2024 | 3D geometry3DGS | CodeCode Available | 1 |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation | Mar 2, 2022 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Lidar Panoptic Segmentation and Tracking without Bells and Whistles | Oct 19, 2023 | ObjectPanoptic Segmentation | CodeCode Available | 1 |
| Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 | May 3, 2025 | Computed Tomography (CT)Semantic Segmentation | CodeCode Available | 1 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 |
| Lightweight and Progressively-Scalable Networks for Semantic Segmentation | Jul 27, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation | Oct 29, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN | Feb 21, 2023 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound | Jul 6, 2022 | LV SegmentationSegmentation | CodeCode Available | 1 |
| Linguistic Structure Guided Context Modeling for Referring Image Segmentation | Oct 1, 2020 | Dependency ParsingImage Segmentation | CodeCode Available | 1 |
| LinK: Linear Kernel for LiDAR-based 3D Perception | Mar 28, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 1 |
| Class Tokens Infusion for Weakly Supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion | Mar 20, 2020 | DecoderInfrared And Visible Image Fusion | CodeCode Available | 1 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 |
| A Review of Panoptic Segmentation for Mobile Mapping Point Clouds | Apr 27, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| LIVECell—A large-scale dataset for label-free live cell segmentation | Aug 30, 2021 | Cell SegmentationCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation | Feb 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation | Nov 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
