MasQCLIP for Open-Vocabulary Universal Image Segmentation Jan 1, 2023 Image Segmentation Panoptic Segmentation
Code Code Available Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Colorectal Gland Segmentation: Contrastive Learning
Code Code Available Uni-3D: A Universal Model for Panoptic 3D Scene Reconstruction Jan 1, 2023 3D Scene Reconstruction Image Segmentation
Code Code Available MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Dec 29, 2022 Anatomy Data Augmentation
Code Code Available DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Dec 21, 2022 Image Segmentation Lesion Segmentation
Code Code Available Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Dec 20, 2022 Classification Event-based vision
Code Code Available Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation Dec 19, 2022 Decoder Image Segmentation
Code Code Available Segmentation Ability Map: Interpret deep features for medical image segmentation Dec 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering Dec 12, 2022 Clustering Graph Neural Network
Code Code Available YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation Dec 11, 2022 Contrastive Learning Image Generation
Code Code Available LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Efficient Mirror Detection via Multi-level Heterogeneous Learning Nov 28, 2022 Image Segmentation Mirror Detection
Code Code Available Topologically faithful image segmentation via induced matching of persistence barcodes Nov 28, 2022 Image Segmentation Segmentation
Code Code Available Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Nov 27, 2022 Data Augmentation Diversity
Code Code Available Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation Nov 26, 2022 Contrastive Learning Image Segmentation
Code Code Available CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available Mean Shift Mask Transformer for Unseen Object Instance Segmentation Nov 21, 2022 Clustering Image Segmentation
Code Code Available ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available Prompt Tuning for Parameter-efficient Medical Image Segmentation Nov 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Learning from partially labeled data for multi-organ and tumor segmentation Nov 13, 2022 Image Segmentation Medical 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 Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Identification, Reconstruction, and Tracking Oct 29, 2022 3D Reconstruction Image Segmentation
Code Code Available Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Oct 27, 2022 Image Segmentation Language Modelling
Code Code Available MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation Oct 25, 2022 Image Segmentation Medical Image Segmentation
Code Code Available MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Oct 20, 2022 Image Segmentation Medical Image Segmentation
Code Code Available BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds Oct 18, 2022 Audio Denoising Denoising
Code Code Available Improving Object-centric Learning with Query Optimization Oct 17, 2022 Image Segmentation Object
Code Code Available ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet Oct 16, 2022 Decoder Deep Learning
Code Code Available Optimizing Vision Transformers for Medical Image Segmentation Oct 14, 2022 Domain Adaptation Image Segmentation
Code Code Available FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images Oct 6, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available Complementary consistency semi-supervised learning for 3D left atrial image segmentation Oct 4, 2022 Image Segmentation Segmentation
Code Code Available Predictive Inference with Feature Conformal Prediction Oct 1, 2022 Conformal Prediction Image Segmentation
Code Code Available Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation Sep 30, 2022 Image Segmentation Medical Image Segmentation
Code Code Available UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation Sep 28, 2022 Brain Segmentation Image Segmentation
Code Code Available RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation Sep 26, 2022 Image Segmentation Management
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 Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Sep 21, 2022 Contrastive Learning Image Augmentation
Code Code Available Towards Robust Referring Image Segmentation Sep 20, 2022 Image Segmentation Segmentation
Code Code Available Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation Sep 15, 2022 Image Segmentation Segmentation
Code Code Available HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation Sep 15, 2022 Decoder Image Segmentation
Code Code Available Landmark-free Statistical Shape Modeling via Neural Flow Deformations Sep 14, 2022 Image Segmentation Semantic Segmentation
Code Code Available DOMINO: Domain-aware Model Calibration in Medical Image Segmentation Sep 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 