| Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 | 5 |
| Affinity Space Adaptation for Semantic Segmentation Across Domains | Sep 26, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision | Jan 1, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 | 5 |
| BoxShrink: From Bounding Boxes to Segmentation Masks | Aug 5, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 | 5 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach | Jan 25, 2023 | Image SegmentationLesion Segmentation | 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 |
| clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Mar 16, 2020 | Graph SimilaritySegmentation | CodeCode Available | 1 | 5 |
| A Strong Baseline for Generalized Few-Shot Semantic Segmentation | Nov 25, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image 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 |
| CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free | Sep 25, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 | 5 |
| Frame-To-Frame Consistent Semantic Segmentation | Aug 3, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Enhancing 6-DoF Object Pose Estimation through Multiple Modality Fusion: A Hybrid CNN Architecture with Cross-Layer and Cross-Modal Integration | Sep 6, 2023 | 6D Pose Estimation6D Pose Estimation using RGBD | CodeCode Available | 1 | 5 |
| Boundary-aware Transformers for Skin Lesion Segmentation | Oct 8, 2021 | Inductive BiasLesion Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods | Apr 29, 2024 | Road SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 | 5 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts | May 16, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound Images | Dec 7, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| ClusterFormer: Clustering As A Universal Visual Learner | Sep 22, 2023 | Clusteringimage-classification | CodeCode Available | 1 | 5 |
| CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation | Aug 27, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation | Sep 7, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| HCFormer: Unified Image Segmentation with Hierarchical Clustering | May 20, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation | May 7, 2020 | ClusteringGPU | CodeCode Available | 1 | 5 |
| Enhanced Boundary Learning for Glass-like Object Segmentation | Mar 29, 2021 | DecoderObject | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| CLUSTSEG: Clustering for Universal Segmentation | May 3, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation | May 3, 2021 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation | Sep 25, 2023 | Computational EfficiencyFeature Correlation | CodeCode Available | 1 | 5 |
| Boundary Difference Over Union Loss For Medical Image Segmentation | Aug 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation | Jun 17, 2022 | ClusteringPanoptic Segmentation | CodeCode Available | 1 | 5 |
| BoxSnake: Polygonal Instance Segmentation with Box Supervision | Mar 21, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Enhancement of Retinal Fundus Images via Pixel Color Amplification | Jul 28, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration | Sep 8, 2023 | Brain SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classification | Feb 14, 2025 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 | 5 |
| A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation | Mar 19, 2016 | Decoderde-en | CodeCode Available | 1 | 5 |
| CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation | Jul 10, 2023 | AllLesion Segmentation | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Amodal Segmentation with Shape Prior | Aug 31, 2023 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment | Mar 1, 2023 | Medical Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation | Aug 21, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 | 5 |
| Ensemble-based Blackbox Attacks on Dense Prediction | Mar 25, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
