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 D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Mar 15, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available Image-Based Relocalization and Alignment for Long-Term Monitoring of Dynamic Underwater Environments Mar 6, 2025 Image Segmentation Management
Code Code Available Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available Image Segmentation Using Deep Learning: A Survey Jan 15, 2020 Decoder Deep Learning
Code Code Available A Unified Framework for U-Net Design and Analysis May 31, 2023 Decoder Image Segmentation
Code Code Available Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGA Jul 17, 2023 Autonomous Vehicles CPU
Code Code Available DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
Code Code Available Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
Code Code Available Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows Aug 4, 2021 Decision Making Image Segmentation
Code Code Available Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Analysis
Code Code Available Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes Nov 22, 2021 Image Segmentation Segmentation
Code Code Available Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge Oct 6, 2021 Brain Tumor Segmentation Decoder
Code Code Available Auto-Compressing Subset Pruning for Semantic Image Segmentation Jan 26, 2022 channel selection Image Segmentation
Code Code Available InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification Mar 2, 2021 Deep Learning Image Segmentation
Code Code Available DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available Integrative Analysis for COVID-19 Patient Outcome Prediction Jul 20, 2020 Computed Tomography (CT) COVID-19 Diagnosis
Code Code Available CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available Interactive Object Segmentation in 3D Point Clouds Apr 14, 2022 3D Instance Segmentation Image Segmentation
Code Code Available Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images Apr 21, 2022 GPU Image Segmentation
Code Code Available Fitting Segmentation Networks on Varying Image Resolutions using Splatting Jun 13, 2022 Image Segmentation Semantic Segmentation
Code Code Available Inter-slice Context Residual Learning for 3D Medical Image Segmentation Nov 28, 2020 Brain Tumor Segmentation Decoder
Code Code Available AutoFocusFormer: Image Segmentation off the Grid Apr 24, 2023 Image Segmentation Instance Segmentation
Code Code Available CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Mar 3, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Contrastive Pretraining for Echocardiography Segmentation with Limited Data Jan 16, 2022 Contrastive Learning Image Segmentation
Code Code Available D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription Jan 9, 2025 Denoising Image Segmentation
Code Code Available DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows May 30, 2021 GPU Image Segmentation
Code Code Available Hyper-Convolution Networks for Biomedical Image Segmentation May 21, 2021 Image Segmentation Semantic Segmentation
Code Code Available DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Jun 24, 2020 Data Augmentation Image Segmentation
Code Code Available Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms Nov 20, 2023 Conformal Prediction Image Segmentation
Code Code Available Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide Apr 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jun 8, 2020 Anatomy Image Segmentation
Code Code Available Medical Image Segmentation Using Squeeze-and-Expansion Transformers May 20, 2021 Brain Tumor Segmentation Domain Generalization
Code Code Available CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition May 20, 2025 Conformal Prediction Image Segmentation
— Unverified AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Jul 9, 2024 Image Segmentation Segmentation
— Unverified Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts Dec 7, 2016 Image Segmentation Medical Image Segmentation
— Unverified Connectivity-Driven Parcellation Methods for the Human Cerebral Cortex Feb 17, 2018 Clustering Image Segmentation
— Unverified Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers Dec 19, 2023 Denoising Image Segmentation
— Unverified Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation Jul 18, 2023 Image Segmentation Semantic Segmentation
— Unverified ConnectedUNets++: Mass Segmentation from Whole Mammographic Images Oct 25, 2022 Decoder Image Segmentation
— Unverified A Sparse Graph Formulation for Efficient Spectral Image Segmentation Jun 22, 2023 Image Segmentation Segmentation
— Unverified ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation Jun 18, 2019 Active Learning Image Segmentation
— Unverified A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection Oct 5, 2021 Decoder Deep Learning
— Unverified 