Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores Jul 20, 2022 Image Segmentation Semantic Segmentation
Code Code Available 5 Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Feb 4, 2022 Computational Efficiency Image Registration
Code Code Available 5 Cross-Modal Progressive Comprehension for Referring Segmentation May 15, 2021 Attribute Image Segmentation
Code Code Available 5 A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention Apr 30, 2024 Computational Efficiency Image Segmentation
Code Code Available 5 Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Jul 7, 2024 Decoder Image Segmentation
Code Code Available 5 CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation Jan 1, 2025 Image Segmentation Lesion Segmentation
Code Code Available 5 CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation Nov 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation Sep 20, 2024 Image Segmentation Referring Expression
Code Code Available 5 FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available 5 Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Dec 27, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Apr 2, 2022 Face Identification Image Segmentation
Code Code Available 5 A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Aug 30, 2023 Denoising Image Segmentation
Code Code Available 5 Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available 5 CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Mar 12, 2024 Clustering graph partitioning
Code Code Available 5 A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Feb 22, 2023 Image Segmentation Image Super-Resolution
Code Code Available 5 Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Aug 7, 2021 Cardiac Segmentation Data Augmentation
Code Code Available 5 How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Jun 18, 2021 Data Augmentation image-classification
Code Code Available 5 DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
Code Code Available 5 DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation Nov 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Jul 21, 2023 Decoder Image Segmentation
Code Code Available 5 A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Jan 1, 2020 Image Segmentation Lesion Detection
Code Code Available 5 Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks Feb 3, 2022 Image Segmentation Segmentation
Code Code Available 5 DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Oct 19, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Feb 10, 2021 Denoising Image Segmentation
Code Code Available 5 Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Sep 21, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Feb 7, 2018 Decoder Image Classification
Code Code Available 5 IFSeg: Image-free Semantic Segmentation via Vision-Language Model Mar 25, 2023 Image Segmentation Language Modeling
Code Code Available 5 Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
Code Code Available 5 Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available 5 Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder Jun 28, 2025 Image Segmentation Large Language Model
Code Code Available 5 Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Deep clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
Code Code Available 5 A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available 5 An Auto-Encoder Strategy for Adaptive Image Segmentation Apr 29, 2020 Image Segmentation Representation Learning
Code Code Available 5 Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models May 15, 2023 3D Object Detection Image Captioning
Code Code Available 5 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation May 19, 2022 Decoder Hippocampus
Code Code Available 5 From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation Mar 3, 2025 Benchmarking Computational Efficiency
Code Code Available 5 DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
Code Code Available 5 A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections May 24, 2021 Image Segmentation Segmentation
Code Code Available 5 Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Mar 23, 2024 Dimensionality Reduction Domain Adaptation
Code Code Available 5 A hierarchical semantic segmentation framework for computer vision-based bridge damage detection Jul 18, 2022 Image Segmentation Semantic Segmentation
Code Code Available 5 ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available 5 A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available 5 A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Oct 9, 2023 Heart Segmentation Image Generation
Code Code Available 5 BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models Dec 7, 2021 Image Segmentation Self-Supervised Learning
Code Code Available 5 