HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Aug 21, 2024 Image Segmentation Mamba
Code Code Available Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation May 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Hierarchical Open-vocabulary Universal Image Segmentation Jul 3, 2023 Image Comprehension Image Segmentation
Code Code Available Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection Jul 10, 2024 Decoder Image Segmentation
Code Code Available MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? Jun 24, 2024 Image Segmentation Medical Image Segmentation
Code Code Available LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Mar 12, 2024 Image Segmentation Long-range modeling
Code Code Available A Simple Image Segmentation Framework via In-Context Examples Oct 7, 2024 Decoder Image Segmentation
Code Code Available LViT: Language meets Vision Transformer in Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Jul 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Oct 14, 2024 Denoising Dichotomous Image Segmentation
Code Code Available Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation Dec 5, 2024 Image Segmentation Open Vocabulary Semantic Segmentation
Code Code Available Full Page Handwriting Recognition via Image to Sequence Extraction Mar 11, 2021 Handwriting Recognition Handwritten Text Recognition
Code Code Available MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Dec 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Analysis
Code Code Available RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning Sep 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Medical Vision Generalist: Unifying Medical Imaging Tasks in Context Jun 8, 2024 Conditional Image Generation Denoising
Code Code Available ASAM: Boosting Segment Anything Model with Adversarial Tuning May 1, 2024 Image Segmentation model
Code Code Available FocalClick: Towards Practical Interactive Image Segmentation Apr 6, 2022 Image Segmentation Interactive Segmentation
Code Code Available Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Jan 3, 2025 Clustering 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 Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention May 10, 2024 Image Segmentation Medical Image Segmentation
Code Code Available MouSi: Poly-Visual-Expert Vision-Language Models Jan 30, 2024 Image Segmentation Image-text matching
Code Code Available Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Aug 30, 2024 Deep Learning Image Segmentation
Code Code Available SlicerNNInteractive: A 3D Slicer extension for nnInteractive Apr 7, 2025 Image Segmentation Semantic Segmentation
Code Code Available nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance Sep 29, 2023 Few-Shot Learning Heart Segmentation
Code Code Available BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Feb 13, 2024 Image Segmentation Medical Image Segmentation
Code Code Available HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model Mar 17, 2025 Image Segmentation Segmentation
Code Code Available EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Sep 26, 2024 Image Segmentation Mamba
Code Code Available Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation May 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Open-Vocabulary Camouflaged Object Segmentation Nov 19, 2023 Camouflaged Object Segmentation Image Segmentation
Code Code Available ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation Jul 19, 2024 Decoder Image Segmentation
Code Code Available Boundary-Aware Segmentation Network for Mobile and Web Applications Jan 12, 2021 Camouflaged Object Segmentation Decoder
Code Code Available PEM: Prototype-based Efficient MaskFormer for Image Segmentation Feb 29, 2024 Image Segmentation Panoptic Segmentation
Code Code Available PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation Sep 6, 2024 Benchmarking image-classification
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 EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jul 17, 2023 Decoder Image Segmentation
Code Code Available PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation Aug 19, 2022 Deep Learning Image Segmentation
Code Code Available FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation Dec 12, 2024 Cross-Domain Few-Shot Domain Generalization
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 Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Apr 26, 2023 Diversity Domain Generalization
Code Code Available BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Jan 1, 2024 Decoder Image Segmentation
Code Code Available A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Feb 28, 2022 Image Segmentation Inductive Bias
Code Code Available Distribution-Free, Risk-Controlling Prediction Sets Jan 7, 2021 BIG-bench Machine Learning Classification
Code Code Available DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion Mar 9, 2025 Image Segmentation Medical Image Segmentation
Code Code Available DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Jul 13, 2024 Denoising Image Segmentation
Code Code Available Deep Incubation: Training Large Models by Divide-and-Conquering Dec 8, 2022 Image Segmentation object-detection
Code Code Available Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation Jul 15, 2025 Image Segmentation Segmentation
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