Tyche: Stochastic In-Context Learning for Medical Image Segmentation Jan 24, 2024 Image Segmentation In-Context Learning
Code Code Available PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation Jan 23, 2024 Decoder Image Segmentation
Code Code Available PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jan 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Seg-metrics: a Python package to compute segmentation metrics Jan 12, 2024 Image Segmentation Medical Image Segmentation
Code Code Available U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jan 9, 2024 Cell Segmentation Image Segmentation
Code Code Available Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation Jan 9, 2024 Image Segmentation Segmentation
Code Code Available BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Jan 1, 2024 Decoder Image Segmentation
Code Code Available Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts Jan 1, 2024 Image Segmentation Interactive Segmentation
Code Code Available Unsupervised Universal Image Segmentation Dec 28, 2023 Image Segmentation Instance Segmentation
Code Code Available UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces Dec 25, 2023 Image Segmentation Object
Code Code Available Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation Dec 23, 2023 Decoder Image Segmentation
Code Code Available SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process Dec 19, 2023 Denoising Dichotomous Image Segmentation
Code Code Available MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Dec 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Dec 12, 2023 Image Segmentation Interactive Segmentation
Code Code Available SegVol: Universal and Interactive Volumetric Medical Image Segmentation Nov 22, 2023 Computed Tomography (CT) Image Segmentation
Code Code Available Open-Vocabulary Camouflaged Object Segmentation Nov 19, 2023 Camouflaged Object Segmentation Image Segmentation
Code Code Available Medical Image Segmentation with Domain Adaptation: A Survey Nov 3, 2023 Domain Adaptation Image Segmentation
Code Code Available SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images Oct 23, 2023 3D Architecture Image Segmentation
Code Code Available CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction Oct 2, 2023 image-classification Image Classification
Code Code Available nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance Sep 29, 2023 Few-Shot Learning Heart Segmentation
Code Code Available Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting Sep 13, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation Aug 31, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Tiny and Efficient Model for the Edge Detection Generalization Aug 12, 2023 Boundary Detection Contour Detection
Code Code Available EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jul 17, 2023 Decoder Image Segmentation
Code Code Available Hierarchical Open-vocabulary Universal Image Segmentation Jul 3, 2023 Image Comprehension Image Segmentation
Code Code Available MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset Jun 29, 2023 Image Segmentation Medical Image Segmentation
Code Code Available RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Jun 28, 2023 Image Segmentation Instance Segmentation
Code Code Available MedLSAM: Localize and Segment Anything Model for 3D CT Images Jun 26, 2023 Image Segmentation Medical Image Analysis
Code Code Available 3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation Jun 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SAM3D: Zero-Shot 3D Object Detection via Segment Anything Model Jun 4, 2023 3D Object Detection Image Segmentation
Code Code Available Contextual Object Detection with Multimodal Large Language Models May 29, 2023 Cloze Test Decoder
Code Code Available SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch May 26, 2023 Image Segmentation Segmentation
Code Code Available Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation May 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Apr 26, 2023 Diversity Domain Generalization
Code Code Available Customized Segment Anything Model for Medical Image Segmentation Apr 26, 2023 Decoder Image Segmentation
Code Code Available Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available UniverSeg: Universal Medical Image Segmentation Apr 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SAMM (Segment Any Medical Model): A 3D Slicer Integration to SAM Apr 12, 2023 Image Segmentation Segmentation
Code Code Available Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation Apr 12, 2023 channel selection Federated Learning
Code Code Available Ambiguous Medical Image Segmentation using Diffusion Models Apr 10, 2023 Diagnostic Diversity
Code Code Available CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation Mar 21, 2023 Image Segmentation Open Vocabulary Semantic Segmentation
Code Code Available M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Mar 20, 2023 Computed Tomography (CT) Decoder
Code Code Available MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Mar 17, 2023 Decoder Image Segmentation
Code Code Available Unleashing Text-to-Image Diffusion Models for Visual Perception Mar 3, 2023 Denoising Depth Estimation
Code Code Available Deep Incubation: Training Large Models by Divide-and-Conquering Dec 8, 2022 Image Segmentation object-detection
Code Code Available UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Dec 8, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Medical Image Segmentation Review: The success of U-Net Nov 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Oct 20, 2022 Image Segmentation Interactive Segmentation
Code Code Available 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Sep 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
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