BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Feb 13, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Image Segmentation in Foundation Model Era: A Survey Aug 23, 2024 Image Segmentation Instance Segmentation
Code Code Available 5 LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning Apr 12, 2024 Image Segmentation Language Modeling
Code Code Available 5 Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation May 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model Mar 17, 2025 Image Segmentation Segmentation
Code Code Available 5 LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Mar 12, 2024 Image Segmentation Long-range modeling
Code Code Available 5 HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Aug 21, 2024 Image Segmentation Mamba
Code Code Available 5 Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation Jul 15, 2025 Image Segmentation Segmentation
Code Code Available 5 Hierarchical Open-vocabulary Universal Image Segmentation Jul 3, 2023 Image Comprehension Image Segmentation
Code Code Available 5 High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Oct 14, 2024 Denoising Dichotomous Image Segmentation
Code Code Available 5 AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Aug 30, 2024 Deep Learning Image Segmentation
Code Code Available 5 Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation May 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Masked-attention Mask Transformer for Universal Image Segmentation Dec 2, 2021 2D Semantic Segmentation Image Segmentation
Code Code Available 5 MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation Mar 29, 2024 Image Segmentation Medical Image Analysis
Code Code Available 5 MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Sep 28, 2024 Image Segmentation Medical Image Analysis
Code Code Available 5 A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Feb 28, 2022 Image Segmentation Inductive Bias
Code Code Available 5 Medical Vision Generalist: Unifying Medical Imaging Tasks in Context Jun 8, 2024 Conditional Image Generation Denoising
Code Code Available 5 Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available 5 Full Page Handwriting Recognition via Image to Sequence Extraction Mar 11, 2021 Handwriting Recognition Handwritten Text Recognition
Code Code Available 5 Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Jan 3, 2025 Clustering Image Segmentation
Code Code Available 5 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 5 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 5 MouSi: Poly-Visual-Expert Vision-Language Models Jan 30, 2024 Image Segmentation Image-text matching
Code Code Available 5 HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Jul 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 LViT: Language meets Vision Transformer in Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 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 5 SlicerNNInteractive: A 3D Slicer extension for nnInteractive Apr 7, 2025 Image Segmentation Semantic Segmentation
Code Code Available 5 BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Jan 1, 2024 Decoder Image Segmentation
Code Code Available 5 nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark Jan 1, 2025 Benchmarking Image Segmentation
Code Code Available 5 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 5 One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos Sep 29, 2024 All Image Segmentation
Code Code Available 5 CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model Feb 6, 2024 Decoder Image Segmentation
Code Code Available 5 ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation Jul 19, 2024 Decoder Image Segmentation
Code Code Available 5 PEM: Prototype-based Efficient MaskFormer for Image Segmentation Feb 29, 2024 Image Segmentation Panoptic Segmentation
Code Code Available 5 PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation Sep 6, 2024 Benchmarking image-classification
Code Code Available 5 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 5 MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available 5 EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Sep 26, 2024 Image Segmentation Mamba
Code Code Available 5 FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation Mar 8, 2024 Federated Learning Image Segmentation
Code Code Available 5 EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Apr 26, 2023 Diversity Domain Generalization
Code Code Available 5 Diversified and Personalized Multi-rater Medical Image Segmentation Mar 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models Jan 12, 2025 Image Segmentation Segmentation
Code Code Available 5 EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jul 17, 2023 Decoder Image Segmentation
Code Code Available 5 FocalClick: Towards Practical Interactive Image Segmentation Apr 6, 2022 Image Segmentation Interactive Segmentation
Code Code Available 5 DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Jul 13, 2024 Denoising Image Segmentation
Code Code Available 5 DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion Mar 9, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 Diffusion models as plug-and-play priors Jun 17, 2022 Combinatorial Optimization Denoising
Code Code Available 5 Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation Jan 15, 2025 Image Segmentation Referring Expression Segmentation
Code Code Available 5 