| MOD-UV: Learning Mobile Object Detectors from Unlabeled Videos | May 23, 2024 | Motion SegmentationObject | CodeCode Available | 1 |
| PerSense: Personalized Instance Segmentation in Dense Images | May 22, 2024 | Instance SegmentationLanguage Modelling | CodeCode Available | 1 |
| Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imagery | May 17, 2024 | Material ClassificationMaterial Recognition | CodeCode Available | 1 |
| ABANet: Attention boundary-aware network for image segmentation | May 17, 2024 | Face RecognitionFacial Expression Recognition | CodeCode Available | 1 |
| A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts | May 16, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and Method | May 16, 2024 | Segmentation | CodeCode Available | 1 |
| Perivascular space Identification Nnunet for Generalised Usage (PINGU) | May 14, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP) | May 12, 2024 | ObjectSegmentation | CodeCode Available | 1 |
| VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks | May 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter | May 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation | May 5, 2024 | Lesion SegmentationMamba | CodeCode Available | 1 |
| BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp Segmentation | May 5, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT | May 2, 2024 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 |
| RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation | May 2, 2024 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| 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 |
| Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods | Apr 29, 2024 | Road SegmentationSegmentation | CodeCode Available | 1 |
| MFP: Making Full Use of Probability Maps for Interactive Image Segmentation | Apr 29, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous Driving | Apr 27, 2024 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features | Apr 24, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition | Apr 23, 2024 | Segmentation | CodeCode Available | 1 |
| PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts | Apr 23, 2024 | Interactive SegmentationPrompt Engineering | CodeCode Available | 1 |
| Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images | Apr 23, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery | Apr 22, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 |
| Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures | Apr 19, 2024 | ARCSegmentation | CodeCode Available | 1 |
| How to Benchmark Vision Foundation Models for Semantic Segmentation? | Apr 18, 2024 | BenchmarkingDecoder | CodeCode Available | 1 |
| Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images | Apr 17, 2024 | Domain AdaptationEarth Observation | CodeCode Available | 1 |
| Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation | Apr 16, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 |
| Restoring Connectivity in Vascular Segmentation using a Learned Post-Processing Model | Apr 16, 2024 | Segmentation | CodeCode Available | 1 |
| FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation | Apr 12, 2024 | Data AugmentationObject Detection | CodeCode Available | 1 |
| OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground Utilities | Apr 11, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation | Apr 11, 2024 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Homography Guided Temporal Fusion for Road Line and Marking Segmentation | Apr 11, 2024 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| CoReS: Orchestrating the Dance of Reasoning and Segmentation | Apr 8, 2024 | Reasoning SegmentationSegmentation | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball | Apr 4, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| EndoViT: pretraining vision transformers on a large collection of endoscopic images | Apr 3, 2024 | Action Triplet RecognitionSegmentation | CodeCode Available | 1 |
| Unsegment Anything by Simulating Deformation | Apr 3, 2024 | Segmentation | CodeCode Available | 1 |
| Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation | Apr 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Synthetic Data for Robust Stroke Segmentation | Apr 2, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation | Apr 1, 2024 | DecoderKnowledge Distillation | CodeCode Available | 1 |
| MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint | Apr 1, 2024 | Multiple Instance LearningSegmentation | CodeCode Available | 1 |
| Language Guided Domain Generalized Medical Image Segmentation | Apr 1, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
