Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation Jun 6, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Sep 26, 2023 Decoder Image Segmentation
Code Code Available 5 BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation Jun 9, 2025 Contrastive Learning Diagnostic
Code Code Available 5 Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Mar 30, 2021 Image Segmentation Object
Code Code Available 5 DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available 5 DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement Mar 27, 2025 Image Segmentation model
Code Code Available 5 DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences Jun 21, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 5 DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available 5 BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM Feb 26, 2024 Image Segmentation Segmentation
Code Code Available 5 Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data Jul 21, 2021 Few-Shot Learning Image Segmentation
Code Code Available 5 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Mar 8, 2021 Decoder 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 DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy Jul 2, 2025 Data Augmentation Generalized Referring Expression Segmentation
Code Code Available 5 Detect Any Shadow: Segment Anything for Video Shadow Detection May 26, 2023 Image Segmentation Semantic Segmentation
Code Code Available 5 BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Mar 30, 2025 cross-modal alignment Image Segmentation
Code Code Available 5 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds Oct 18, 2022 Audio Denoising Denoising
Code Code Available 5 BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Jan 25, 2024 Image Generation Image Segmentation
Code Code Available 5 Affinity Fusion Graph-based Framework for Natural Image Segmentation Jun 24, 2020 Clustering Image Segmentation
Code Code Available 5 BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Aug 31, 2019 Image Segmentation Lesion Segmentation
Code Code Available 5 DeiSAM: Segment Anything with Deictic Prompting Feb 21, 2024 Image Segmentation Segmentation
Code Code Available 5 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Aug 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Sep 30, 2023 Computational Efficiency Image Segmentation
Code Code Available 5 Delving into Crispness: Guided Label Refinement for Crisp Edge Detection Jun 27, 2023 Edge Detection Image Segmentation
Code Code Available 5 Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! May 3, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Oct 27, 2021 Image Segmentation Segmentation
Code Code Available 5 AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation Feb 23, 2025 Image Segmentation Segmentation
Code Code Available 5 AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Jun 12, 2023 Decoder Image Segmentation
Code Code Available 5 A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Jun 1, 2020 Computed Tomography (CT) Image Segmentation
Code Code Available 5 Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis Jul 10, 2024 Data Augmentation Few-Shot Learning
Code Code Available 5 Delving into Shape-aware Zero-shot Semantic Segmentation Apr 17, 2023 Image Segmentation Segmentation
Code Code Available 5 Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation Aug 8, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Jun 8, 2024 Data Augmentation Image Generation
Code Code Available 5 BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Apr 10, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Deep Multi-Threshold Spiking-UNet for Image Processing Jul 20, 2023 Denoising Image Segmentation
Code Code Available 5 Adversarial Segmentation Loss for Sketch Colorization Feb 11, 2021 Colorization Image Segmentation
Code Code Available 5 DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Jun 2, 2016 Image Segmentation Semantic Segmentation
Code Code Available 5 Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation May 22, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 1M parameters are enough? A lightweight CNN-based model for medical image segmentation Jun 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Beyond One-to-One: Rethinking the Referring Image Segmentation Aug 26, 2023 Decoder Image Segmentation
Code Code Available 5 Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
Code Code Available 5 DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available 5 DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 5 Autoregressive Unsupervised Image Segmentation Jul 16, 2020 Clustering Image Segmentation
Code Code Available 5 AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform Dec 17, 2023 Image Segmentation Segmentation
Code Code Available 5 DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
Code Code Available 5 Deep ContourFlow: Advancing Active Contours with Deep Learning Jul 15, 2024 Deep Learning Image Segmentation
Code Code Available 5 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks Jul 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 