Boundary-Aware Network for Kidney Parsing Aug 29, 2022 Decoder Image Segmentation
Code Code Available 5 ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available 5 Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models Mar 12, 2024 Decision Making Explainable artificial intelligence
Code Code Available 5 Boundary Difference Over Union Loss For Medical Image Segmentation Aug 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Jun 12, 2021 Decoder Image Segmentation
Code Code Available 5 Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Sep 21, 2021 Image Segmentation Knowledge Distillation
Code Code Available 5 Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Mar 30, 2021 Image Segmentation Object
Code Code Available 5 CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation Mar 4, 2021 Image Segmentation Inductive Bias
Code Code Available 5 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation Mar 10, 2023 Denoising Image Segmentation
Code Code Available 5 BoundarySqueeze: Image Segmentation as Boundary Squeezing May 25, 2021 Image Segmentation Instance Segmentation
Code Code Available 5 Improving Sketch Colorization using Adversarial Segmentation Consistency Jan 20, 2023 Colorization Image Segmentation
Code Code Available 5 Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation Aug 25, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bounding Box Tightness Prior for Weakly Supervised Image Segmentation Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available 5 Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Jul 21, 2021 Computed Tomography (CT) Image Segmentation
Code Code Available 5 Inter-slice Context Residual Learning for 3D Medical Image Segmentation Nov 28, 2020 Brain Tumor Segmentation Decoder
Code Code Available 5 LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Dec 4, 2021 Decoder Generalized Referring Expression Segmentation
Code Code Available 5 Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation Mar 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks May 11, 2020 Data Augmentation Image Segmentation
Code Code Available 5 Image-Based Relocalization and Alignment for Long-Term Monitoring of Dynamic Underwater Environments Mar 6, 2025 Image Segmentation Management
Code Code Available 5 EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Sep 20, 2021 Image Segmentation Interactive Segmentation
Code Code Available 5 MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Mar 23, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 Effect of Prior-based Losses on Segmentation Performance: A Benchmark Jan 7, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available 5 Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available 5 Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available 5 Efficient Medical Image Segmentation Based on Knowledge Distillation Aug 23, 2021 Image Segmentation Knowledge Distillation
Code Code Available 5 Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Mar 10, 2020 Anatomy Image Segmentation
Code Code Available 5 IFSeg: Image-free Semantic Segmentation via Vision-Language Model Mar 25, 2023 Image Segmentation Language Modeling
Code Code Available 5 Image Compositing for Segmentation of Surgical Tools without Manual Annotations Feb 18, 2021 Data Augmentation Image Segmentation
Code Code Available 5 Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical 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 Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation Mar 29, 2023 Decoder Image Segmentation
Code Code Available 5 MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation Oct 11, 2021 Fault Detection Image Segmentation
Code Code Available 5 Attention U-Net: Learning Where to Look for the Pancreas Apr 11, 2018 Brain Tumor Segmentation Computational Efficiency
Code Code Available 5 ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Jun 16, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Mar 15, 2021 Domain Adaptation Image Segmentation
Code Code Available 5 A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder Jul 23, 2024 Decoder Image Segmentation
Code Code Available 5 Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Sep 10, 2020 GPU Image Segmentation
Code Code Available 5 DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available 5 An MRF-UNet Product of Experts for Image Segmentation Apr 12, 2021 Image Segmentation Semantic Segmentation
Code Code Available 5 Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Mar 7, 2018 Brain Segmentation image-classification
Code Code Available 5 Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Complementary consistency semi-supervised learning for 3D left atrial image segmentation Oct 4, 2022 Image Segmentation Segmentation
Code Code Available 5 Hyperbolic Image Segmentation Mar 11, 2022 Image Segmentation Segmentation
Code Code Available 5 nnFormer: Interleaved Transformer for Volumetric Segmentation Sep 7, 2021 Image Segmentation Inductive Bias
Code Code Available 5 CompNet: Complementary Segmentation Network for Brain MRI Extraction Mar 27, 2018 Decoder Image Segmentation
Code Code Available 5 Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation Apr 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 