Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Apr 1, 2023 Image Segmentation Medical Image Segmentation
— Unverified PCCA-Model: an attention module for medical image segmentation Apr 1, 2023 Image Segmentation Medical Image Segmentation
— Unverified Deep Learning Architectures for Diagnosis of Diabetic Retinopathy Mar 31, 2023 Deep Learning Image Segmentation
Code Code Available FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Mar 30, 2023 Image Segmentation Instance Segmentation
— Unverified Fair Federated Medical Image Segmentation via Client Contribution Estimation Mar 29, 2023 Fairness Federated Learning
— Unverified SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTA Mar 29, 2023 Image Generation Image Reconstruction
Code Code Available That Label's Got Style: Handling Label Style Bias for Uncertain Image Segmentation Mar 28, 2023 Image Segmentation Segmentation
— Unverified MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Mar 28, 2023 Domain Adaptation Ensemble Learning
— Unverified Medical Image Analysis using Deep Relational Learning Mar 28, 2023 Brain Tumor Segmentation Homography Estimation
— Unverified A Contrastive Learning Scheme with Transformer Innate Patches Mar 26, 2023 Contrastive Learning image-classification
Code Code Available Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) Mar 25, 2023 Graph Attention Graph Neural Network
— Unverified Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification Mar 23, 2023 Image Segmentation Segmentation
Code Code Available Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Mar 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation Mar 22, 2023 image-classification Image Classification
— Unverified Posthoc Interpretation via Quantization Mar 22, 2023 Image Segmentation Quantization
— Unverified Probabilistic Domain Adaptation for Biomedical Image Segmentation Mar 21, 2023 Domain Adaptation Image Segmentation
Code Code Available Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer Mar 21, 2023 Image Segmentation regression
— Unverified Semi-Automated Segmentation of Geoscientific Data Using Superpixels Mar 20, 2023 Image Segmentation Semantic Segmentation
— Unverified Open-vocabulary Panoptic Segmentation with Embedding Modulation Mar 20, 2023 Image Segmentation Open Vocabulary Panoptic Segmentation
— Unverified ScribbleSeg: Scribble-based Interactive Image Segmentation Mar 20, 2023 Image Segmentation Interactive Segmentation
— Unverified A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation Mar 19, 2023 Dimensionality Reduction Ensemble Learning
— Unverified Uncertainty Driven Bottleneck Attention U-net for Organ at Risk Segmentation Mar 19, 2023 Computed Tomography (CT) Decoder
Code Code Available Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Mar 19, 2023 Image Segmentation Interactive Segmentation
— Unverified Lung segmentation with NASNet-Large-Decoder Net Mar 18, 2023 Decoder Image Segmentation
Code Code Available SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation Mar 16, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation Mar 15, 2023 Image Segmentation Scene Segmentation
— Unverified HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Mar 14, 2023 Anatomy Deep Learning
Code Code Available Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB) Mar 14, 2023 Hyperspectral Image Segmentation Image Segmentation
Code Code Available Spatial Correspondence between Graph Neural Network-Segmented Images Mar 12, 2023 Graph Neural Network Image Segmentation
— Unverified Token Sparsification for Faster Medical Image Segmentation Mar 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Semantics-Aware Dynamic Localization and Refinement for Referring Image Segmentation Mar 11, 2023 Image Segmentation Object
— Unverified Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions Mar 10, 2023 Denoising Image Segmentation
— Unverified Joint ANN-SNN Co-training for Object Localization and Image Segmentation Mar 10, 2023 Image Segmentation object-detection
— Unverified Explainable Semantic Medical Image Segmentation with Style Mar 10, 2023 Image Segmentation Medical Image Segmentation
— Unverified Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images Mar 10, 2023 Data Augmentation Image Generation
Code Code Available CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation Mar 9, 2023 Image Augmentation Image Segmentation
Code Code Available Retinal Image Segmentation with Small Datasets Mar 9, 2023 Anatomy Data Augmentation
— Unverified Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Mar 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CANet: Context aware network with dual-stream pyramid for medical image segmentation Mar 5, 2023 2D Semantic Segmentation Decoder
Code Code Available BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability Mar 3, 2023 Cardiac Segmentation Domain Generalization
— Unverified Towards Surgical Context Inference and Translation to Gestures Feb 28, 2023 Image Segmentation Scene Segmentation
Code Code Available Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation Feb 28, 2023 Image Segmentation Lesion Segmentation
— Unverified MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation Feb 27, 2023 Contrastive Learning Image Segmentation
— Unverified nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources Feb 25, 2023 Anatomy Image Segmentation
— Unverified RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information Feb 25, 2023 Decoder Image Segmentation
— Unverified A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image Feb 24, 2023 Computed Tomography (CT) Image Segmentation
— Unverified On-Device Unsupervised Image Segmentation Feb 24, 2023 Image Segmentation Segmentation
— Unverified Patch Network for medical image Segmentation Feb 23, 2023 Image Segmentation Lesion Segmentation
— Unverified PLU-Net: Extraction of multi-scale feature fusion Feb 23, 2023 Image Segmentation Medical Image Segmentation
— Unverified Evaluation of Extra Pixel Interpolation with Mask Processing for Medical Image Segmentation with Deep Learning Feb 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified 