MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Feb 11, 2019 Image Segmentation Medical Image Segmentation
Code Code Available SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Sep 20, 2017 Image Segmentation Object
Code Code Available Multi-scale Cascaded Large-Model for Whole-body ROI Segmentation Nov 23, 2024 Computational Efficiency GPU
Code Code Available Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI) Aug 22, 2023 Image Segmentation Segmentation
Code Code Available Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation Mar 3, 2015 Image Segmentation Object
Code Code Available Dynamic Linear Transformer for 3D Biomedical Image Segmentation Jun 1, 2022 3D Medical Imaging Segmentation Decoder
Code Code Available Weakly supervised image segmentation for defect-based grading of fresh produce Nov 25, 2024 Image Segmentation Panoptic Segmentation
Code Code Available Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture Sep 24, 2019 GPU Image Segmentation
Code Code Available Multi-scale self-guided attention for medical image segmentation Jun 7, 2019 Attentive segmentation networks Brain Tumor Segmentation
Code Code Available Lightweight integration of 3D features to improve 2D image segmentation Dec 16, 2022 Image Segmentation Scene Understanding
Code Code Available Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Aug 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical Learning Apr 11, 2023 Binary Classification Image Segmentation
Code Code Available SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies Dec 28, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation Jul 31, 2024 Image Segmentation Prompt Learning
Code Code Available D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Aug 14, 2019 Decoder Image Segmentation
Code Code Available Coarse-to-Fine Lifted MAP Inference in Computer Vision Jul 22, 2017 Image Segmentation Semantic Segmentation
Code Code Available Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion Approaches Jul 31, 2023 Edge Detection Image Segmentation
Code Code Available A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions Feb 8, 2023 Depth Estimation Depth Prediction
Code Code Available Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis Jul 12, 2024 Clustering Deep Learning
Code Code Available Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation Aug 12, 2020 Decoder image-classification
Code Code Available CNN-based Segmentation of Medical Imaging Data Jan 11, 2017 Brain Tumor Segmentation Image Segmentation
Code Code Available Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor Nov 13, 2021 Anatomy Dimensionality Reduction
Code Code Available Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation Jul 29, 2019 Image Segmentation Medical Image Segmentation
Code Code Available DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation May 23, 2024 Decoder Image Segmentation
Code Code Available Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Oct 15, 2024 Diversity Image Segmentation
Code Code Available Volumetric medical image segmentation through dual self-distillation in U-shaped networks Jun 5, 2023 Brain Tumor Segmentation Decoder
Code Code Available Segmentation Style Discovery: Application to Skin Lesion Images Aug 5, 2024 Image Segmentation Lesion Segmentation
Code Code Available Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation Dec 26, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Nov 21, 2023 Contrastive Learning Image Segmentation
Code Code Available CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Aug 23, 2022 Image Segmentation Inductive Bias
Code Code Available Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Sep 11, 2020 Image Segmentation Medical Image Segmentation
Code Code Available CMF: Cascaded Multi-model Fusion for Referring Image Segmentation Jun 16, 2021 Image Segmentation Segmentation
Code Code Available Leveraging Self-supervised Denoising for Image Segmentation Nov 27, 2019 Denoising Image Segmentation
Code Code Available Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation Aug 31, 2023 Data Augmentation Decoder
Code Code Available Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts May 25, 2019 graph partitioning Image Segmentation
Code Code Available CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation Apr 16, 2019 Cloud Detection Image Segmentation
Code Code Available CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Jan 3, 2019 Diagnostic Image Segmentation
Code Code Available Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer Lesions Dec 28, 2024 Image Segmentation Segmentation
Code Code Available DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps Segmentation Aug 15, 2023 Brain Tumor Segmentation Decoder
Code Code Available DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation Jan 22, 2021 Active Learning Ensemble Learning
Code Code Available Double-well Net for Image Segmentation Dec 31, 2023 Image Segmentation Segmentation
Code Code Available Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving Aug 19, 2024 Adversarial Robustness Autonomous Driving
Code Code Available Mutual Query Network for Multi-Modal Product Image Segmentation Jun 26, 2023 Image Segmentation Segmentation
Code Code Available Test Time Training for 4D Medical Image Interpolation Feb 4, 2025 Diagnostic Domain Adaptation
Code Code Available ZECO: ZeroFusion Guided 3D MRI Conditional Generation Mar 24, 2025 Diagnostic Image Segmentation
Code Code Available Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Dec 2, 2018 Image Dehazing Image Segmentation
Code Code Available Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation Sep 30, 2024 Classification Decision Making
Code Code Available Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images Oct 2, 2024 Anatomy Form
Code Code Available DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler Signal May 15, 2023 Image Segmentation Region Proposal
Code Code Available 