Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation Oct 9, 2023 Image Segmentation Lesion Segmentation
Code Code Available Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Oct 8, 2023 Data Augmentation Image Segmentation
Code Code Available Zero-Shot Refinement of Buildings' Segmentation Models using SAM Oct 3, 2023 Image Segmentation Instance Segmentation
Code Code Available Trainable Noise Model as an XAI evaluation method: application on Sobol for remote sensing image segmentation Oct 3, 2023 Autonomous Driving Decision Making
Code Code Available Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation Oct 3, 2023 Decision Making Explainable artificial intelligence
Code Code Available DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Sep 30, 2023 Computational Efficiency Image Segmentation
Code Code Available SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation Sep 28, 2023 Image Segmentation Semantic Segmentation
Code Code Available Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Sep 25, 2023 Image Segmentation Object Localization
Code Code Available MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography Sep 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model to OCTA Image Segmentation Tasks Sep 21, 2023 Image Segmentation Segmentation
Code Code Available Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Sep 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation Sep 19, 2023 Brain Segmentation Domain Adaptation
Code Code Available MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation Sep 16, 2023 Image Segmentation Medical Image Segmentation
Code Code Available NISF: Neural Implicit Segmentation Functions Sep 15, 2023 Cardiac Segmentation Image Segmentation
Code Code Available URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-road Environments Sep 15, 2023 Autonomous Navigation Image Segmentation
Code Code Available Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Divergences in Color Perception between Deep Neural Networks and Humans Sep 11, 2023 image-classification Image Classification
Code Code Available Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Sep 9, 2023 Diversity Few-Shot Learning
Code Code Available ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Sep 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SAM3D: Segment Anything Model in Volumetric Medical Images Sep 7, 2023 Diagnostic Image Segmentation
Code Code Available M3D-NCA: Robust 3D Segmentation with Built-in Quality Control Sep 6, 2023 Hippocampus Image Segmentation
Code Code Available GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Sep 4, 2023 Histopathological Segmentation Image Segmentation
Code Code Available Contrastive Grouping with Transformer for Referring Image Segmentation Sep 2, 2023 Contrastive Learning Image Segmentation
Code Code Available Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning Aug 31, 2023 Decoder Few-Shot Learning
Code Code Available Self-supervised Semantic Segmentation: Consistency over Transformation Aug 31, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models Aug 31, 2023 Image Segmentation Instance Segmentation
Code Code Available A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Aug 30, 2023 Denoising Image Segmentation
Code Code Available Shatter and Gather: Learning Referring Image Segmentation with Text Supervision Aug 29, 2023 Image Segmentation Segmentation
Code Code Available Referring Image Segmentation Using Text Supervision Aug 28, 2023 Image Segmentation Object Localization
Code Code Available Beyond One-to-One: Rethinking the Referring Image Segmentation Aug 26, 2023 Decoder Image Segmentation
Code Code Available Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders Aug 26, 2023 Few-Shot Learning Image Segmentation
Code Code Available SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation Aug 26, 2023 Image Segmentation Lesion Segmentation
Code Code Available Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers Aug 25, 2023 Decoder Image Segmentation
Code Code Available ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation Aug 23, 2023 Cell Segmentation Image Segmentation
Code Code Available Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation Aug 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Aug 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available False Negative/Positive Control for SAM on Noisy Medical Images Aug 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation Aug 17, 2023 Image Segmentation Segmentation
Code Code Available Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation Aug 15, 2023 Decoder Image Segmentation
Code Code Available Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available A One Stop 3D Target Reconstruction and multilevel Segmentation Method Aug 14, 2023 3D Object Reconstruction 3D Reconstruction
Code Code Available Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Aug 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available FoodSAM: Any Food Segmentation Aug 11, 2023 Image Segmentation Instance Segmentation
Code Code Available Unsupervised Camouflaged Object Segmentation as Domain Adaptation Aug 8, 2023 Attribute Camouflaged Object Segmentation
Code Code Available FracAtlas: A Dataset for Fracture Classification, Localization and Segmentation of Musculoskeletal Radiographs Aug 5, 2023 Image Segmentation Object Detection
Code Code Available Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport Aug 3, 2023 Image Segmentation Panoptic Segmentation
Code Code Available 