Automatic Brain Tumor Segmentation with Scale Attention Network Nov 6, 2020 Brain Tumor Segmentation BraTS2021
Code Code Available Automatically Adaptive Conformal Risk Control Jun 25, 2024 Image Segmentation Semantic Segmentation
Code Code Available FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation Apr 5, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling Apr 8, 2016 Image Segmentation Optical Flow Estimation
Code Code Available Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic Approach Feb 15, 2024 Image Segmentation Segmentation
Code Code Available Flood-Filling Networks Nov 1, 2016 Boundary Detection Clustering
Code Code Available Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective May 16, 2024 Domain Adaptation Image Registration
Code Code Available Flexible visual prompts for in-context learning in computer vision Dec 11, 2023 Image Segmentation In-Context Learning
Code Code Available FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye Images Mar 15, 2024 Autonomous Driving Image Segmentation
Code Code Available Fire Dynamic Vision: Image Segmentation and Tracking for Multi-Scale Fire and Plume Behavior Aug 16, 2024 Dataset Generation Image Inpainting
Code Code Available Finite Group Equivariant Neural Networks for Games Sep 10, 2020 Image Segmentation Semantic Segmentation
Code Code Available ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Oct 13, 2022 Decoder Image Segmentation
Code Code Available High-Quality Entity Segmentation Nov 10, 2022 Image Segmentation Segmentation
Code Code Available FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation Jun 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Few-Shot Segmentation with Global and Local Contrastive Learning Aug 11, 2021 Contrastive Learning Image Segmentation
Code Code Available Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks Jan 17, 2017 Boundary Detection Contour Detection
Code Code Available Few-Shot Rotation-Invariant Aerial Image Semantic Segmentation May 29, 2023 Image Segmentation Segmentation
Code Code Available Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps Nov 12, 2019 Edge Detection Image Segmentation
Code Code Available Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach Aug 26, 2018 Image Segmentation Segmentation
Code Code Available TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Sep 23, 2024 Decoder Image Segmentation
Code Code Available Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model Dec 3, 2018 Image Segmentation Medical Image Segmentation
Code Code Available Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3 Dec 20, 2024 Bayesian Inference Image Segmentation
Code Code Available Rethinking Interactive Image Segmentation: Feature Space Annotation Jan 12, 2021 Foreground Segmentation Image Segmentation
Code Code Available Few-shot Multispectral Segmentation with Representations Generated by Reinforcement Learning Nov 20, 2023 Image Segmentation reinforcement-learning
Code Code Available Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Oct 29, 2018 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis Feb 13, 2024 Contrastive Learning Image Segmentation
Code Code Available FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness Jul 2, 2024 Federated Learning Image Segmentation
Code Code Available Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature Fusion Apr 8, 2025 2D Semantic Segmentation Image Segmentation
Code Code Available Convolutional CRFs for Semantic Segmentation May 12, 2018 Image Segmentation Segmentation
Code Code Available Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual Effects Dec 20, 2018 Image Generation Image Segmentation
Code Code Available FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation Aug 21, 2024 Disentanglement Federated Learning
Code Code Available Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation Aug 14, 2019 Image Segmentation Medical Image Segmentation
Code Code Available A Contrastive Learning Scheme with Transformer Innate Patches Mar 26, 2023 Contrastive Learning image-classification
Code Code Available Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks Sep 17, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network Aug 4, 2019 Diagnostic Image Segmentation
Code Code Available Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation Mar 18, 2025 Decoder Image Segmentation
Code Code Available 3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation Jun 27, 2018 GPU Image Segmentation
Code Code Available 3-D PET Image Generation with tumour masks using TGAN Nov 2, 2021 Image Generation Image Segmentation
Code Code Available Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Dec 5, 2024 Domain Generalization Image Generation
Code Code Available FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation Jun 27, 2023 Contrastive Learning Image Segmentation
Code Code Available ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation Jun 12, 2025 Domain Generalization Image Segmentation
Code Code Available A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation Sep 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation Jun 18, 2020 Autonomous Driving Classification
Code Code Available FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Oct 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Revisiting CycleGAN for semi-supervised segmentation Aug 30, 2019 Image Segmentation Segmentation
Code Code Available Automated Deep Photo Style Transfer Jan 12, 2019 Image Segmentation Segmentation
Code Code Available 3D-OOCS: Learning Prostate Segmentation with Inductive Bias Oct 29, 2021 Edge Detection Image Segmentation
Code Code Available Truly Scale-Equivariant Deep Nets with Fourier Layers Nov 6, 2023 Image Segmentation Semantic Segmentation
Code Code Available XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Dec 3, 2018 Clustering Image Enhancement
Code Code Available 