HCFormer: Unified Image Segmentation with Hierarchical Clustering May 20, 2022 Clustering Image Segmentation
Code Code Available Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) May 20, 2022 Anatomy Image Segmentation
Code Code Available 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation May 19, 2022 Decoder Hippocampus
Code Code Available Transformer based multiple instance learning for weakly supervised histopathology image segmentation May 18, 2022 Image Segmentation Multiple Instance Learning
Code Code Available Unsupervised Segmentation in Real-World Images via Spelke Object Inference May 17, 2022 Image Segmentation Optical Flow Estimation
Code Code Available Test-Time Adaptation with Shape Moments for Image Segmentation May 16, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available Self-supervised Assisted Active Learning for Skin Lesion Segmentation May 14, 2022 Active Learning Diversity
Code Code Available Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations May 13, 2022 Image Segmentation Segmentation
Code Code Available FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation May 4, 2022 Federated Learning Image Segmentation
Code Code Available Self-Supervised Learning of Object Parts for Semantic Segmentation Apr 27, 2022 Community Detection Image Segmentation
Code Code Available Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels Apr 26, 2022 Clustering 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 Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization Apr 20, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation Apr 19, 2022 Graph Learning Image Segmentation
Code Code Available Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation Apr 16, 2022 Federated Learning Image Segmentation
Code Code Available Y-Net: A Spatiospectral Dual-Encoder Networkfor Medical Image Segmentation Apr 15, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Interactive Object Segmentation in 3D Point Clouds Apr 14, 2022 3D Instance Segmentation Image Segmentation
Code Code Available Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation Apr 10, 2022 Image Segmentation Instance Segmentation
Code Code Available TorMentor: Deterministic dynamic-path, data augmentations with fractals Apr 7, 2022 Activity Recognition In Videos Binarization
Code Code Available Federated Cross Learning for Medical Image Segmentation Apr 5, 2022 Ensemble Learning Federated Learning
Code Code Available A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Apr 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Apr 2, 2022 Face Identification Image Segmentation
Code Code Available Online panoptic 3D reconstruction as a Linear Assignment Problem Apr 1, 2022 3D Reconstruction Image Segmentation
Code Code Available On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Mar 29, 2022 Generative Adversarial Network Image Enhancement
Code Code Available Translation Consistent Semi-supervised Segmentation for 3D Medical Images Mar 28, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Mar 23, 2022 Domain Adaptation Image Segmentation
Code Code Available Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation Mar 21, 2022 Image Segmentation Segmentation
Code Code Available Test-time Adaptation with Slot-Centric Models Mar 21, 2022 image-classification Image Classification
Code Code Available Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis Mar 21, 2022 Decoder Image Segmentation
Code Code Available TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing Mar 20, 2022 Face Recognition Image Segmentation
Code Code Available Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation Mar 16, 2022 Image Segmentation Knowledge Distillation
Code Code Available Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation Mar 16, 2022 Image Segmentation Medical Image Analysis
Code Code Available 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Mar 16, 2022 Hippocampus Image Segmentation
Code Code Available Hyperbolic Image Segmentation Mar 11, 2022 Image Segmentation Segmentation
Code Code Available ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI Mar 11, 2022 Benchmarking Data Augmentation
Code Code Available On-the-Fly Test-time Adaptation for Medical Image Segmentation Mar 10, 2022 Image Segmentation Medical Image Segmentation
Code Code Available PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation Mar 9, 2022 Decoder Image Segmentation
Code Code Available NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline Mar 8, 2022 Deep Learning Image Segmentation
Code Code Available Stepwise Feature Fusion: Local Guides Global Mar 7, 2022 Decoder Image Segmentation
Code Code Available Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection Mar 5, 2022 Camouflaged Object Segmentation Image Segmentation
Code Code Available Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels Mar 3, 2022 Anomaly Detection Cardiac 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 Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Mar 2, 2022 Image Segmentation Medical Image Segmentation
Code Code Available One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification Feb 28, 2022 All Cell Detection
Code Code Available Meta-RangeSeg: LiDAR Sequence Semantic Segmentation Using Multiple Feature Aggregation Feb 27, 2022 3D Semantic Segmentation Autonomous Vehicles
Code Code Available 