Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation Oct 3, 2023 Decision Making Explainable artificial intelligence
Code Code Available Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? May 3, 2023 Image Segmentation Segmentation
Code Code Available Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Feb 24, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
Code Code Available Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network Nov 5, 2021 Camouflaged Object Segmentation Image Segmentation
Code Code Available Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Oct 25, 2018 Depth Estimation Depth Prediction
Code Code Available FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification Jul 17, 2024 CPU Domain Adaptation
Code Code Available Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Mar 30, 2021 Image Segmentation Object
Code Code Available FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks Nov 22, 2021 Benchmarking Federated Learning
Code Code Available DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available Federated nnU-Net for Privacy-Preserving Medical Image Segmentation Mar 4, 2025 Federated Learning Image Segmentation
Code Code Available Autoregressive Unsupervised Image Segmentation Jul 16, 2020 Clustering Image Segmentation
Code Code Available BUSIS: A Benchmark for Breast Ultrasound Image Segmentation Jan 9, 2018 Image Segmentation Segmentation
Code Code Available 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 Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Sep 9, 2023 Diversity Few-Shot Learning
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models May 17, 2021 Image Segmentation Segmentation
Code Code Available Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation Feb 20, 2021 Data Augmentation Image Segmentation
Code Code Available BoundarySqueeze: Image Segmentation as Boundary Squeezing May 25, 2021 Image Segmentation Instance Segmentation
Code Code Available FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation Mar 12, 2024 Diagnostic Image Segmentation
Code Code Available Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available 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 Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation Dec 19, 2022 Decoder Image Segmentation
Code Code Available Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Nov 29, 2023 Image Segmentation Semantic Segmentation
Code Code Available FoodSAM: Any Food Segmentation Aug 11, 2023 Image Segmentation Instance Segmentation
Code Code Available AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Jul 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Jul 18, 2023 Domain Generalization Image Segmentation
Code Code Available DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Oct 31, 2023 Decoder Denoising
Code Code Available Anatomically-aware Uncertainty for Semi-supervised Image Segmentation Oct 24, 2023 Image Segmentation Segmentation
Code Code Available FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net Apr 28, 2020 Image Segmentation Segmentation
Code Code Available FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation Oct 17, 2023 Decoder Image Segmentation
Code Code Available Gaze-Assisted Medical Image Segmentation Oct 23, 2024 Diagnostic Image Segmentation
Code Code Available Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal Sampling Jun 6, 2024 Image Segmentation NeRF
Code Code Available Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation Aug 8, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation May 19, 2022 Decoder Hippocampus
Code Code Available Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image 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 Test-time Adaptation with Slot-Centric Models Mar 21, 2022 image-classification Image Classification
Code Code Available GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Apr 20, 2021 Clustering Image Generation
Code Code Available Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection Mar 24, 2020 3D Lane Detection Image Segmentation
Code Code Available GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation Nov 19, 2023 Image Segmentation Large Language Model
Code Code Available Non-local U-Net for Biomedical Image Segmentation Dec 10, 2018 Brain Image Segmentation Decoder
Code Code Available BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Apr 10, 2023 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
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