| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models | Nov 25, 2024 | DenoisingScene Understanding | CodeCode Available | 2 |
| A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models | Nov 25, 2024 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation | Nov 25, 2024 | Active LearningBayesian Inference | —Unverified | 0 |
| Learn from Foundation Model: Fruit Detection Model without Manual Annotation | Nov 25, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks | Nov 24, 2024 | Few-Shot Object DetectionImage Generation | —Unverified | 0 |
| ResCLIP: Residual Attention for Training-free Dense Vision-language Inference | Nov 24, 2024 | AttributeSemantic Segmentation | CodeCode Available | 2 |
| Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation | Nov 24, 2024 | Semantic Segmentation | CodeCode Available | 2 |
| Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation | Nov 24, 2024 | 3D Semantic SegmentationActive Learning | CodeCode Available | 0 |
| Deep Learning for automated multi-scale functional field boundaries extraction using multi-date Sentinel-2 and PlanetScope imagery: Case Study of Netherlands and Pakistan | Nov 24, 2024 | Field Boundary DelineationSemantic Segmentation | —Unverified | 0 |
| SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation | Nov 23, 2024 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| Multi-scale Cascaded Large-Model for Whole-body ROI Segmentation | Nov 23, 2024 | Computational EfficiencyGPU | CodeCode Available | 0 |
| MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training | Nov 23, 2024 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Boundless Across Domains: A New Paradigm of Adaptive Feature and Cross-Attention for Domain Generalization in Medical Image Segmentation | Nov 22, 2024 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| Quantum-enhanced unsupervised image segmentation for medical images analysis | Nov 22, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| Effective SAM Combination for Open-Vocabulary Semantic Segmentation | Nov 22, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation | Nov 21, 2024 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models | Nov 21, 2024 | Deep LearningDenoising | —Unverified | 0 |
| 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 |
| Revisiting the Integration of Convolution and Attention for Vision Backbone | Nov 21, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| CompetitorFormer: Competitor Transformer for 3D Instance Segmentation | Nov 21, 2024 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network | Nov 21, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals | Nov 21, 2024 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| FAST-Splat: Fast, Ambiguity-Free Semantics Transfer in Gaussian Splatting | Nov 20, 2024 | Dimensionality ReductionGPU | —Unverified | 0 |
| Entropy Bootstrapping for Weakly Supervised Nuclei Detection | Nov 20, 2024 | Instance SegmentationSegmentation | —Unverified | 0 |
