Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Mar 30, 2021 Image Segmentation Object
Code Code Available 5 DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
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 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 Difference Over Union Loss For Medical Image Segmentation Aug 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available 5 Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
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 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 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 An Elastic Interaction-Based Loss Function for Medical Image Segmentation Jul 6, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation Feb 1, 2022 3D Medical Imaging Segmentation 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 BoundarySqueeze: Image Segmentation as Boundary Squeezing May 25, 2021 Image Segmentation Instance Segmentation
Code Code Available 5 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available 5 BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Jan 25, 2024 Image Generation Image Segmentation
Code Code Available 5 BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation Jun 6, 2022 Contrastive Learning 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 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 Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Jul 21, 2023 Decoder Image Segmentation
Code Code Available 5 CateNorm: Categorical Normalization for Robust Medical Image Segmentation Mar 29, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models Dec 7, 2021 Image Segmentation Self-Supervised Learning
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 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 CAD: Memory Efficient Convolutional Adapter for Segment Anything Sep 24, 2024 Decoder GPU
Code Code Available 5 C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation Jun 9, 2025 Contrastive Learning Diagnostic
Code Code Available 5 Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation 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 ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks May 11, 2020 Data Augmentation Image Segmentation
Code Code Available 5 Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation May 9, 2023 Cardiac Segmentation Denoising
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 Divergences in Color Perception between Deep Neural Networks and Humans Sep 11, 2023 image-classification Image Classification
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 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Cardiac Segmentation with Strong Anatomical Guarantees Jun 15, 2020 Cardiac Segmentation Image Segmentation
Code Code Available 5 An Instance Segmentation Dataset of Yeast Cells in Microstructures Apr 15, 2023 Cell Segmentation Image Segmentation
Code Code Available 5 Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available 5 CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available 5 CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation Jan 6, 2019 Image Segmentation Segmentation
Code Code Available 5 DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation Mar 21, 2022 Image Segmentation Segmentation
Code Code Available 5 CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation May 10, 2021 Decoder GPU
Code Code Available 5 An MRF-UNet Product of Experts for Image Segmentation Apr 12, 2021 Image Segmentation Semantic Segmentation
Code Code Available 5 Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available 5 Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Aug 7, 2021 Cardiac Segmentation Data Augmentation
Code Code Available 5 Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Efficient Medical Image Segmentation Based on Knowledge Distillation Aug 23, 2021 Image Segmentation Knowledge Distillation
Code Code Available 5 