Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Feb 24, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available Towards a Guideline for Evaluation Metrics in Medical Image Segmentation Feb 10, 2022 Image Segmentation Medical Image Segmentation
Code Code Available L2B: Learning to Bootstrap Robust Models for Combating Label Noise Feb 9, 2022 Image Classification Image Segmentation
Code Code Available A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing Feb 8, 2022 Decoder Image Dehazing
Code Code Available Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation Feb 8, 2022 Contrastive Learning Image Segmentation
Code Code Available Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Feb 4, 2022 Computational Efficiency Image Registration
Code Code Available Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks Feb 3, 2022 Image Segmentation Segmentation
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 An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation Feb 1, 2022 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available Möbius Convolutions for Spherical CNNs Jan 28, 2022 Descriptive Image Segmentation
Code Code Available An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation Jan 27, 2022 Diagnostic Image Segmentation
Code Code Available DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Jan 27, 2022 Decision Making Document Layout Analysis
Code Code Available Auto-Compressing Subset Pruning for Semantic Image Segmentation Jan 26, 2022 channel selection Image Segmentation
Code Code Available MISeval: a Metric Library for Medical Image Segmentation Evaluation Jan 23, 2022 Image Segmentation Medical Image Segmentation
Code Code Available SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation Jan 21, 2022 Decoder Image Segmentation
Code Code Available Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Improving Across-Dataset Brain Tissue Segmentation Using Transformer Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery Jan 19, 2022 Boundary Detection Decoder
Code Code Available Contrastive Pretraining for Echocardiography Segmentation with Limited Data Jan 16, 2022 Contrastive Learning Image Segmentation
Code Code Available CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Jan 8, 2022 Brain Segmentation Domain Adaptation
Code Code Available MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data Jan 7, 2022 Image Segmentation Multi-Label Classification
Code Code Available GPU-Net: Lightweight U-Net with more diverse features Jan 7, 2022 GPU Image Segmentation
Code Code Available Effect of Prior-based Losses on Segmentation Performance: A Benchmark Jan 7, 2022 Image Segmentation Medical Image Segmentation
Code Code Available D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation Jan 3, 2022 Decoder Image Segmentation
Code Code Available Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images Jan 1, 2022 Contrastive Learning Image Segmentation
Code Code Available ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation Jan 1, 2022 Image Segmentation Segmentation
Code Code Available FocusCut: Diving Into a Focus View in Interactive Segmentation Jan 1, 2022 Image Segmentation Interactive Segmentation
Code Code Available Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data Dec 23, 2021 Image Segmentation Segmentation
Code Code Available Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images Dec 21, 2021 Decoder Image Segmentation
Code Code Available Image Segmentation Using Text and Image Prompts Dec 18, 2021 Decoder Image Segmentation
Code Code Available Two-Parameter CFAR Ship Detection Algorithm Based on Rayleigh Distribution in SAR Images Dec 16, 2021 2D Object Detection Image Segmentation
Code Code Available Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models Dec 7, 2021 Image Segmentation Self-Supervised Learning
Code Code Available Diffusion Models for Implicit Image Segmentation Ensembles Dec 6, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Dec 4, 2021 Decoder Generalized Referring Expression Segmentation
Code Code Available SegDiff: Image Segmentation with Diffusion Probabilistic Models Dec 1, 2021 Decoder Image Generation
Code Code Available CRIS: CLIP-Driven Referring Image Segmentation Nov 30, 2021 Contrastive Learning Decoder
Code Code Available Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation Nov 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks Nov 22, 2021 Benchmarking Federated Learning
Code Code Available Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes Nov 22, 2021 Image Segmentation Segmentation
Code Code Available One-shot Weakly-Supervised Segmentation in Medical Images Nov 21, 2021 Denoising Image Segmentation
Code Code Available Panoptic Segmentation: A Review Nov 19, 2021 Autonomous Driving Crowd Counting
Code Code Available The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Nov 11, 2021 Contrastive Learning Image Segmentation
Code Code Available Mixed Transformer U-Net For Medical Image Segmentation Nov 8, 2021 Image Segmentation Medical 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 Segmentation of 2D Brain MR Images Nov 5, 2021 Image Segmentation Segmentation
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