DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation Apr 28, 2020 Decoder Image Segmentation
Code Code Available 5 E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Mar 15, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models May 15, 2023 3D Object Detection Image Captioning
Code Code Available 5 DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Jan 27, 2022 Decision Making Document Layout Analysis
Code Code Available 5 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets Nov 20, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bounding Box Tightness Prior for Weakly Supervised Image Segmentation Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available 5 Divergences in Color Perception between Deep Neural Networks and Humans Sep 11, 2023 image-classification Image Classification
Code Code Available 5 DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 BoundarySqueeze: Image Segmentation as Boundary Squeezing May 25, 2021 Image Segmentation Instance Segmentation
Code Code Available 5 Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Jul 21, 2023 Decoder Image Segmentation
Code Code Available 5 Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Boundary Difference Over Union Loss For Medical Image Segmentation Aug 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available 5 Boundary-Aware Network for Abdominal Multi-Organ Segmentation Aug 29, 2022 Decoder Image Segmentation
Code Code Available 5 Boundary-Aware Network for Kidney Parsing Aug 29, 2022 Decoder Image Segmentation
Code Code Available 5 Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Mar 30, 2021 Image Segmentation Object
Code Code Available 5 Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available 5 Diffusion Models for Implicit Image Segmentation Ensembles Dec 6, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation Mar 5, 2024 Image Segmentation Medical Image Analysis
Code Code Available 5 Diffusion-based Data Augmentation for Nuclei Image Segmentation Oct 22, 2023 Data Augmentation Image Generation
Code Code Available 5 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Directional Connectivity-based Segmentation of Medical Images Mar 31, 2023 Disentanglement Image Segmentation
Code Code Available 5 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 5 Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement Mar 27, 2025 Image Segmentation model
Code Code Available 5 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 5 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds Oct 18, 2022 Audio Denoising Denoising
Code Code Available 5 ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM Feb 26, 2024 Image Segmentation Segmentation
Code Code Available 5 DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentation May 22, 2023 Automatic Cell Counting Image Segmentation
Code Code Available 5 D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation Jan 3, 2022 Decoder Image Segmentation
Code Code Available 5 Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation Jan 1, 2024 Data Augmentation Image Segmentation
Code Code Available 5 BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Mar 30, 2025 cross-modal alignment Image Segmentation
Code Code Available 5 DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available 5 DFormer: Diffusion-guided Transformer for Universal Image Segmentation Jun 6, 2023 Decoder Denoising
Code Code Available 5 DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences Jun 21, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 5 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Apr 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data Jul 21, 2021 Few-Shot Learning Image Segmentation
Code Code Available 5 BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Oct 27, 2021 Image Segmentation Segmentation
Code Code Available 5 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Mar 8, 2021 Decoder Image Segmentation
Code Code Available 5 Detect Any Shadow: Segment Anything for Video Shadow Detection May 26, 2023 Image Segmentation Semantic Segmentation
Code Code Available 5 BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Aug 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Aug 31, 2019 Image Segmentation Lesion Segmentation
Code Code Available 5 