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 ACC-UNet: A Completely Convolutional UNet model for the 2020s Aug 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 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 Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Dec 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Boundary Difference Over Union Loss For Medical Image Segmentation Aug 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Learning to Segment from Noisy Annotations: A Spatial Correction Approach Jul 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Learning with Explicit Shape Priors for Medical Image Segmentation Mar 31, 2023 Image Segmentation Medical Image Analysis
Code Code Available Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Mar 30, 2021 Image Segmentation Object
Code Code Available Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation Nov 28, 2023 Decoder Diversity
Code Code Available BoundarySqueeze: Image Segmentation as Boundary Squeezing May 25, 2021 Image Segmentation Instance Segmentation
Code Code Available Linguistic Structure Guided Context Modeling for Referring Image Segmentation Oct 1, 2020 Dependency Parsing Image Segmentation
Code Code Available LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Apr 4, 2024 Data Augmentation Decoder
Code Code Available Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images Mar 12, 2020 Image Segmentation Segmentation
Code Code Available Attention U-Net: Learning Where to Look for the Pancreas Apr 11, 2018 Brain Tumor Segmentation Computational Efficiency
Code Code Available 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 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 A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available M^4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts May 15, 2024 Image Segmentation Mixture-of-Experts
Code Code Available MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images Jul 26, 2020 Decoder Image Segmentation
Code Code Available MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Nov 3, 2022 Image Segmentation Lesion Segmentation
Code Code Available MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation Sep 19, 2024 Computational Efficiency Image Segmentation
Code Code Available Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy Jul 17, 2024 Denoising Image Denoising
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available An Instance Segmentation Dataset of Yeast Cells in Microstructures Apr 15, 2023 Cell Segmentation Image Segmentation
Code Code Available Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation May 28, 2020 Domain Adaptation Image Segmentation
Code Code Available Clustering Plotted Data by Image Segmentation Oct 6, 2021 Clustering Image Segmentation
Code Code Available Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available DeiSAM: Segment Anything with Deictic Prompting Feb 21, 2024 Image Segmentation Segmentation
Code Code Available Delving into Crispness: Guided Label Refinement for Crisp Edge Detection Jun 27, 2023 Edge Detection Image Segmentation
Code Code Available Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis Jul 10, 2024 Data Augmentation Few-Shot Learning
Code Code Available DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available Mask Grounding for Referring Image Segmentation Dec 19, 2023 cross-modal alignment Image Segmentation
Code Code Available MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation Nov 28, 2024 Data Augmentation Image Segmentation
Code Code Available 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 MatchSeg: Towards Better Segmentation via Reference Image Matching Mar 23, 2024 Domain Generalization Few-Shot Learning
Code Code Available Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Jul 21, 2023 Decoder Image Segmentation
Code Code Available MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation Jun 2, 2022 Data Augmentation Decoder
Code Code Available Delving into Shape-aware Zero-shot Semantic Segmentation Apr 17, 2023 Image Segmentation Segmentation
Code Code Available CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion Aug 2, 2023 Image Segmentation Inductive Bias
Code Code Available An MRF-UNet Product of Experts for Image Segmentation Apr 12, 2021 Image Segmentation Semantic Segmentation
Code Code Available MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day Dec 8, 2024 GPU Image Segmentation
Code Code Available Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
Code Code Available Mean Shift Mask Transformer for Unseen Object Instance Segmentation Nov 21, 2022 Clustering Image Segmentation
Code Code Available Capturing Omni-Range Context for Omnidirectional Segmentation Mar 9, 2021 Autonomous Driving Image Segmentation
Code Code Available DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Jun 2, 2016 Image Segmentation Semantic Segmentation
Code Code Available Deep Multi-Threshold Spiking-UNet for Image Processing Jul 20, 2023 Denoising Image Segmentation
Code Code Available DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 