SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma Dec 15, 2023 Computed Tomography (CT) Image Segmentation
Code Code Available Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder Image Segmentation
Code Code Available DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization Dec 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook Dec 8, 2023 Image Segmentation Segmentation
Code Code Available E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation Dec 4, 2023 Image Segmentation Inductive Bias
Code Code Available Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Nov 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
Code Code Available Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Nov 29, 2023 Image Segmentation Semantic Segmentation
Code Code Available Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available I-MedSAM: Implicit Medical Image Segmentation with Segment Anything Nov 28, 2023 Decoder Image Segmentation
Code Code Available DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available Unleashing the Power of Prompt-driven Nucleus Instance Segmentation Nov 27, 2023 Image Segmentation Instance Segmentation
Code Code Available Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification Nov 27, 2023 Image Segmentation Lesion Classification
Code Code Available Spatially Covariant Image Registration with Text Prompts Nov 27, 2023 Computational Efficiency Image Registration
Code Code Available FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation Nov 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation Nov 21, 2023 Earth Observation Image Segmentation
Code Code Available Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms Nov 20, 2023 Conformal Prediction Image Segmentation
Code Code Available GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation Nov 19, 2023 Image Segmentation Large Language Model
Code Code Available Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available On the Overconfidence Problem in Semantic 3D Mapping Nov 16, 2023 Image Segmentation Semantic Segmentation
Code Code Available Slide-SAM: Medical SAM Meets Sliding Window Nov 16, 2023 Anatomy Image Segmentation
Code Code Available SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage Segmentation Nov 14, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation Nov 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Lidar Annotation Is All You Need Nov 8, 2023 All Autonomous Driving
Code Code Available Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs Nov 4, 2023 Image Segmentation object-detection
Code Code Available Using DUCK-Net for Polyp Image Segmentation Nov 3, 2023 Data Augmentation Decoder
Code Code Available FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling Nov 3, 2023 Fairness Image Segmentation
Code Code Available Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Oct 31, 2023 Decoder Denoising
Code Code Available MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Oct 30, 2023 Decoder Image Segmentation
Code Code Available Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models Oct 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CARIS: Context-Augmented Referring Image Segmentation Oct 27, 2023 Decoder Image Segmentation
Code Code Available Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions Oct 26, 2023 Binary Classification Image Segmentation
Code Code Available Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation Oct 25, 2023 Image Segmentation Medical Image Analysis
Code Code Available G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Oct 24, 2023 Decoder Image Segmentation
Code Code Available Anatomically-aware Uncertainty for Semi-supervised Image Segmentation Oct 24, 2023 Image Segmentation Segmentation
Code Code Available Diffusion-based Data Augmentation for Nuclei Image Segmentation Oct 22, 2023 Data Augmentation Image Generation
Code Code Available Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation Oct 20, 2023 Image Segmentation Semantic Segmentation
Code Code Available DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Oct 19, 2023 Image Segmentation Medical Image Segmentation
Code Code Available DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing Oct 19, 2023 Image Segmentation Semantic Segmentation
Code Code Available Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Oct 17, 2023 Domain Adaptation Domain Generalization
Code Code Available FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation Oct 17, 2023 Decoder Image Segmentation
Code Code Available UniParser: Multi-Human Parsing with Unified Correlation Representation Learning Oct 13, 2023 Human Parsing Image Segmentation
Code Code Available SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Oct 11, 2023 Image Segmentation Segmentation
Code Code Available A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Oct 9, 2023 Heart Segmentation Image Generation
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