MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Sep 4, 2024 Image Segmentation Lesion 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 MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation Aug 25, 2024 Image Segmentation Mamba
Code Code Available Multi-view Aggregation Network for Dichotomous Image Segmentation Apr 11, 2024 Decoder Dichotomous Image Segmentation
Code Code Available SlicerNNInteractive: A 3D Slicer extension for nnInteractive Apr 7, 2025 Image Segmentation Semantic Segmentation
Code Code Available nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model Feb 5, 2024 3D Medical Imaging Segmentation Image Segmentation
Code Code Available PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation Jan 23, 2024 Decoder Image Segmentation
Code Code Available A Simple Image Segmentation Framework via In-Context Examples Oct 7, 2024 Decoder Image 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 Open-Vocabulary Camouflaged Object Segmentation Nov 19, 2023 Camouflaged Object Segmentation Image Segmentation
Code Code Available DaCapo: a modular deep learning framework for scalable 3D image segmentation Aug 5, 2024 Image Segmentation Management
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 PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation Sep 6, 2024 Benchmarking image-classification
Code Code Available Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation May 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Masked-attention Mask Transformer for Universal Image Segmentation Dec 2, 2021 2D Semantic Segmentation Image Segmentation
Code Code Available Mask2Former for Video Instance Segmentation Dec 20, 2021 Image Segmentation Instance 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 MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Dec 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available ASAM: Boosting Segment Anything Model with Adversarial Tuning May 1, 2024 Image Segmentation model
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 Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts Mar 31, 2024 Image Segmentation Interactive 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 Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? Jun 24, 2024 Image Segmentation Medical Image Segmentation
Code Code Available LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning Apr 12, 2024 Image Segmentation Language Modeling
Code Code Available BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Jan 1, 2024 Decoder Image Segmentation
Code Code Available RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models Jan 12, 2025 Image Segmentation Segmentation
Code Code Available LViT: Language meets Vision Transformer in Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image 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 Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation Dec 18, 2024 Image Segmentation Knowledge Distillation
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 LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Apr 7, 2024 Computational Efficiency Image Segmentation
Code Code Available IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection Jul 10, 2024 Decoder Image Segmentation
Code Code Available Language-driven Semantic Segmentation Jan 10, 2022 Descriptive Few-Shot Semantic Segmentation
Code Code Available Image Segmentation in Foundation Model Era: A Survey Aug 23, 2024 Image Segmentation Instance Segmentation
Code Code Available H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Mar 20, 2024 Image Segmentation Lesion Segmentation
Code Code Available MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Sep 28, 2024 Image Segmentation Medical Image Analysis
Code Code Available Hierarchical Open-vocabulary Universal Image Segmentation Jul 3, 2023 Image Comprehension Image Segmentation
Code Code Available HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Jul 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Aug 30, 2024 Deep Learning Image Segmentation
Code Code Available Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Oct 14, 2024 Denoising Dichotomous Image Segmentation
Code Code Available FocalClick: Towards Practical Interactive Image Segmentation Apr 6, 2022 Image Segmentation Interactive 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 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 RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning Sep 6, 2024 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 EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Sep 26, 2024 Image Segmentation Mamba
Code Code Available FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation Mar 8, 2024 Federated Learning Image Segmentation
Code Code Available Ambiguous Medical Image Segmentation using Diffusion Models Apr 10, 2023 Diagnostic Diversity
Code Code Available 