Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Sep 6, 2021 Image Segmentation Land Cover Classification
Code Code Available 5 Focused and Collaborative Feedback Integration for Interactive Image Segmentation Mar 21, 2023 Image Segmentation Segmentation
Code Code Available 5 CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
Code Code Available 5 FoodSAM: Any Food Segmentation Aug 11, 2023 Image Segmentation Instance Segmentation
Code Code Available 5 CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available 5 FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 Continuous Conditional Random Field Convolution for Point Cloud Segmentation Oct 12, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available 5 Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation Jul 14, 2023 Adversarial Attack Deep Learning
Code Code Available 5 FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation Apr 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation Jan 1, 2023 Colorectal Gland Segmentation: Contrastive Learning
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 A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Jun 1, 2020 Computed Tomography (CT) Image Segmentation
Code Code Available 5 AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Jun 12, 2023 Decoder Image Segmentation
Code Code Available 5 CENet: Context Enhancement Network for Medical Image Segmentation May 23, 2025 Decoder Image Segmentation
Code Code Available 5 Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available 5 Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Apr 15, 2025 Data Augmentation Denoising
Code Code Available 5 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation Dec 23, 2024 Breast Cancer Detection Decoder
Code Code Available 5 A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available 5 FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net Apr 28, 2020 Image Segmentation Segmentation
Code Code Available 5 RankSEG: A Consistent Ranking-based Framework for Segmentation Jun 27, 2022 GPU Image Segmentation
Code Code Available 5 RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation Jan 24, 2020 Image Segmentation Lesion Segmentation
Code Code Available 5 IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation Apr 16, 2022 Federated Learning Image Segmentation
Code Code Available 5 Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Mar 15, 2024 Autonomous Driving Image Segmentation
Code Code Available 5 FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation Nov 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Aug 2, 2021 Few-Shot Learning Image Segmentation
Code Code Available 5 FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation Oct 17, 2023 Decoder Image Segmentation
Code Code Available 5 Channel prior convolutional attention for medical image segmentation Jun 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Gaze-Assisted Medical Image Segmentation Oct 23, 2024 Diagnostic Image Segmentation
Code Code Available 5 Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Mar 6, 2025 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy Jan 30, 2023 Anatomy Image Segmentation
Code Code Available 5 G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Oct 24, 2023 Decoder Image Segmentation
Code Code Available 5 GCtx-UNet: Efficient Network for Medical Image Segmentation Jun 9, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation Jan 1, 2022 Image Segmentation Segmentation
Code Code Available 5 Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration Aug 8, 2022 Image Restoration Image Segmentation
Code Code Available 5 CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention Jan 23, 2024 Computational Efficiency Computed Tomography (CT)
Code Code Available 5 CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation Jun 6, 2023 Image Segmentation Medical Image 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 Test-time Adaptation with Slot-Centric Models Mar 21, 2022 image-classification Image Classification
Code Code Available 5 Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available 5 ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet Oct 16, 2022 Decoder Deep Learning
Code Code Available 5 Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder 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 Active Negative Loss: A Robust Framework for Learning with Noisy Labels Dec 3, 2024 Image Segmentation Learning with noisy labels
Code Code Available 5 Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation Mar 16, 2022 Image Segmentation Knowledge Distillation
Code Code Available 5 Affinity Fusion Graph-based Framework for Natural Image Segmentation Jun 24, 2020 Clustering Image Segmentation
Code Code Available 5 Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images Apr 21, 2022 GPU Image Segmentation
Code Code Available 5 