CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Sep 25, 2023 Image Segmentation Object Localization
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 Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation Jul 14, 2023 Adversarial Attack Deep Learning
Code Code Available 5 Clockwork Convnets for Video Semantic Segmentation Aug 11, 2016 Image Segmentation Scheduling
Code Code Available 5 ClusterFormer: Clustering As A Universal Visual Learner Sep 22, 2023 Clustering image-classification
Code Code Available 5 HCFormer: Unified Image Segmentation with Hierarchical Clustering May 20, 2022 Clustering Image Segmentation
Code Code Available 5 AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation May 7, 2023 Decoder Image Segmentation
Code Code Available 5 Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation Jun 6, 2023 Denoising Image Generation
Code Code Available 5 Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Jul 18, 2023 Domain Generalization Image Segmentation
Code Code Available 5 CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion Aug 2, 2023 Image Segmentation Inductive Bias
Code Code Available 5 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 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 COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation Jul 22, 2023 Active Learning Image Segmentation
Code Code Available 5 Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers Mar 29, 2021 Decoder Image Segmentation
Code Code Available 5 AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
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 CompNet: Complementary Segmentation Network for Brain MRI Extraction Mar 27, 2018 Decoder Image Segmentation
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 Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
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 Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs Nov 4, 2023 Image Segmentation object-detection
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 FracAtlas: A Dataset for Fracture Classification, Localization and Segmentation of Musculoskeletal Radiographs Aug 5, 2023 Image Segmentation Object Detection
Code Code Available 5 Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Feb 8, 2021 Image Segmentation Medical Image Analysis
Code Code Available 5 Auto-Compressing Subset Pruning for Semantic Image Segmentation Jan 26, 2022 channel selection Image Segmentation
Code Code Available 5 ForkGAN: Seeing into the Rainy Night Aug 1, 2020 Image Generation Image Segmentation
Code Code Available 5 Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Jul 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Open-vocabulary Object Segmentation with Diffusion Models Jan 12, 2023 Image Segmentation Object
Code Code Available 5 Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available 5 Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Mar 29, 2022 Generative Adversarial Network Image Enhancement
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 From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Oct 31, 2023 Decoder Denoising
Code Code Available 5 Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available 5 Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available 5 FocusCut: Diving Into a Focus View in Interactive Segmentation Jan 1, 2022 Image Segmentation Interactive Segmentation
Code Code Available 5 Local Label Point Correction for Edge Detection of Overlapping Cervical Cells Oct 5, 2020 Cell Segmentation Edge Detection
Code Code Available 5 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 5 Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
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 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 5 Contrastive Registration for Unsupervised Medical Image Segmentation Nov 17, 2020 Contrastive Learning Image Segmentation
Code Code Available 5 HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Sep 1, 2022 Boundary Detection Decoder
Code Code Available 5 CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation Jan 6, 2019 Image Segmentation Segmentation
Code Code Available 5 Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Nov 29, 2023 Image Segmentation Semantic 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 Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation Jul 16, 2022 Image Segmentation Medical 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 Unified Framework for U-Net Design and Analysis May 31, 2023 Decoder Image Segmentation
Code Code Available 5 CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 