TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation Feb 16, 2023 Image Segmentation Segmentation
— Unverified Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label Feb 15, 2023 Image Segmentation Segmentation
— Unverified PolyFormer: Referring Image Segmentation as Sequential Polygon Generation Feb 14, 2023 Decoder Image Segmentation
Code Code Available RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget Feb 13, 2023 Image Segmentation Medical Diagnosis
— Unverified Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Feb 11, 2023 Contrastive Learning Image Segmentation
Code Code Available Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear Detection Feb 10, 2023 Binary Classification Data Augmentation
Code Code Available Optimized Hybrid Focal Margin Loss for Crack Segmentation Feb 9, 2023 Crack Segmentation Image Segmentation
— Unverified Lithium Metal Battery Quality Control via Transformer-CNN Segmentation Feb 9, 2023 Image Segmentation Segmentation
— Unverified IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection Feb 9, 2023 Decision Making Defect Detection
— Unverified The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons Feb 8, 2023 3D Instance Segmentation Image Segmentation
— Unverified A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images Feb 8, 2023 Image Segmentation Segmentation
— Unverified 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 A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions Feb 8, 2023 Depth Estimation Depth Prediction
Code Code Available Multi-Modal Evaluation Approach for Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
— Unverified Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata Feb 7, 2023 Hippocampus Image Generation
Code Code Available Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation Feb 7, 2023 Data Augmentation Image Segmentation
— Unverified Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks Feb 6, 2023 Adversarial Robustness Image Segmentation
— Unverified Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor Segmentation Feb 6, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation Feb 5, 2023 Image Segmentation Medical Image Segmentation
— Unverified Multi-Task Self-Supervised Learning for Image Segmentation Task Feb 5, 2023 Deep Learning Depth Estimation
— Unverified Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity Feb 4, 2023 Image Segmentation Medical Image Segmentation
— Unverified Variational multichannel multiclass segmentation using unsupervised lifting with CNNs Feb 4, 2023 Image Segmentation Segmentation
— Unverified Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Feb 3, 2023 Contrastive Learning Image Segmentation
Code Code Available SegForestNet: Spatial-Partitioning-Based Aerial Image Segmentation Feb 3, 2023 Decoder Image Segmentation
Code Code Available Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation Feb 2, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Fuzzy Superpixel-based Image Segmentation Feb 1, 2023 Image Segmentation Segmentation
— Unverified Continuous U-Net: Faster, Greater and Noiseless Feb 1, 2023 Benchmarking Decoder
— Unverified Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans Feb 1, 2023 Continual Semantic Segmentation Decoder
— Unverified CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy Jan 30, 2023 Anatomy Image Segmentation
Code Code Available Weakly Supervised Image Segmentation Beyond Tight Bounding Box Annotations Jan 28, 2023 Image Segmentation Multiple Instance Learning
Code Code Available ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts Jan 28, 2023 Diversity Image Segmentation
Code Code Available Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data Jan 28, 2023 Binary Classification Classification
Code Code Available Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available Victoria Amazonica Optimization (VAO): An Algorithm Inspired by the Giant Water Lily Plant Jan 22, 2023 feature selection Image Segmentation
Code Code Available Improving Sketch Colorization using Adversarial Segmentation Consistency Jan 20, 2023 Colorization Image Segmentation
Code Code Available Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation Jan 20, 2023 Feature Engineering GPU
— Unverified MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer Jan 19, 2023 Image Generation Image Segmentation
Code Code Available Three-dimensional reconstruction and characterization of bladder deformations Jan 18, 2023 Diagnostic Image Segmentation
— Unverified Active learning for medical image segmentation with stochastic batches Jan 18, 2023 Active Learning Diversity
Code Code Available Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images Jan 17, 2023 Image Segmentation scientific discovery
— Unverified SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations Jan 17, 2023 Federated Learning Image Segmentation
— Unverified Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation Jan 17, 2023 Decoder Image Segmentation
Code Code Available Linguistic Query-Guided Mask Generation for Referring Image Segmentation Jan 16, 2023 Contrastive Learning cross-modal alignment
— Unverified TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation Jan 16, 2023 Active Learning Image Segmentation
Code Code Available Post-Train Adaptive U-Net for Image Segmentation Jan 16, 2023 Image Segmentation Segmentation
— Unverified Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset Jan 13, 2023 Decision Making Diagnostic
Code Code Available A Comprehensive Review of Modern Object Segmentation Approaches Jan 13, 2023 Image Segmentation Object
— Unverified 