Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Dec 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis Jan 1, 2020 Image Segmentation Lesion Detection
Code Code Available 5 A Large-Scale Benchmark for Food Image Segmentation May 12, 2021 Image Segmentation Segmentation
Code Code Available 5 L2B: Learning to Bootstrap Robust Models for Combating Label Noise Feb 9, 2022 Image Classification Image Segmentation
Code Code Available 5 Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGA Jul 17, 2023 Autonomous Vehicles CPU
Code Code Available 5 Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts Apr 6, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation Apr 14, 2021 Bayesian Inference Decision Making
Code Code Available 5 Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Feb 10, 2021 Denoising Image Segmentation
Code Code Available 5 CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Jun 9, 2024 Cardiac Segmentation Decoder
Code Code Available 5 A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Oct 23, 2020 Decoder Image Segmentation
Code Code Available 5 Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Jul 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows Aug 4, 2021 Decision Making Image Segmentation
Code Code Available 5 Improving Sketch Colorization using Adversarial Segmentation Consistency Jan 20, 2023 Colorization Image Segmentation
Code Code Available 5 Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Jul 6, 2023 Contrastive Learning Decoder
Code Code Available 5 Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes Nov 22, 2021 Image Segmentation Segmentation
Code Code Available 5 Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function Apr 13, 2023 Image Segmentation Instance Segmentation
Code Code Available 5 Agent Skill Acquisition for Large Language Models via CycleQD Oct 16, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Jan 25, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Oct 17, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model Apr 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation Mar 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification Mar 2, 2021 Deep Learning Image Segmentation
Code Code Available 5 SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar Segmentation Jun 28, 2023 Image Segmentation Semantic Segmentation
Code Code Available 5 Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation Apr 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available 5 Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation Jul 2, 2021 Data Augmentation Image Reconstruction
Code Code Available 5 Complementary consistency semi-supervised learning for 3D left atrial image segmentation Oct 4, 2022 Image Segmentation Segmentation
Code Code Available 5 Learning Topological Interactions for Multi-Class Medical Image Segmentation Jul 20, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation Sep 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Nov 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 CompNet: Complementary Segmentation Network for Brain MRI Extraction Mar 27, 2018 Decoder Image Segmentation
Code Code Available 5 Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping Apr 18, 2025 All Image Segmentation
Code Code Available 5 Interactive Object Segmentation in 3D Point Clouds Apr 14, 2022 3D Instance Segmentation Image Segmentation
Code Code Available 5 Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Sep 10, 2020 GPU Image Segmentation
Code Code Available 5 SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Oct 17, 2024 Contrastive Learning Diversity
Code Code Available 5 A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections May 24, 2021 Image Segmentation Segmentation
Code Code Available 5 Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation Jul 1, 2021 Image Segmentation Segmentation
Code Code Available 5 Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder Image Segmentation
Code Code Available 5 InterFormer: Real-time Interactive Image Segmentation Apr 6, 2023 Computational Efficiency CPU
Code Code Available 5 Learning from partially labeled data for multi-organ and tumor segmentation Nov 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Is segmentation uncertainty useful? Mar 30, 2021 Active Learning Image Segmentation
Code Code Available 5 ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available 5 Source-Free Domain Adaptation for Image Segmentation Aug 6, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available 5 A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation Aug 29, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation Mar 17, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 5 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Mar 16, 2022 Hippocampus Image Segmentation
Code Code Available 5 Learning Euler's Elastica Model for Medical Image Segmentation Nov 1, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks Apr 17, 2021 Clustering Image Segmentation
Code Code Available 5 