Pinned Repositories
AllSpark
CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
CLD-Semi
MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
CLIP_Surgery
CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks
CLIPN
ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
DHC
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
DIF-Net
MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction
EPL_SemiDG
AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation
GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
RSCFed
CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
URN
AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation
xmed-lab's Repositories
xmed-lab/CLIP_Surgery
CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks
xmed-lab/CLIPN
ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
xmed-lab/GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
xmed-lab/DHC
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
xmed-lab/CLD-Semi
MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
xmed-lab/AllSpark
CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
xmed-lab/DIF-Net
MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction
xmed-lab/NuInstruct
xmed-lab/TriALS
nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for MICCAI 2024 segmentation challenges.
xmed-lab/GraphEcho
ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"
xmed-lab/FSDiffReg
MICCAI 2023: FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images
xmed-lab/FDDM
MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images
xmed-lab/UCVME
AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks
xmed-lab/C2RV-CBCT
CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"
xmed-lab/CPR
MICCAI 2023: Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
xmed-lab/CSS-SemiVideo
IEEE TMI 2022: Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos
xmed-lab/ECBM
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
xmed-lab/Fed-MAS
MICCAI Workshop 2023: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification
xmed-lab/HCGNet
J-BHI 2024: Exploiting Hierarchical Interactions for Protein Surface Learning
xmed-lab/RIDL
MICCAI 2023: Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes
xmed-lab/FoPro-KD
TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition
xmed-lab/MSSG
MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
xmed-lab/DiffCMR
xmed-lab/CLSS
xmed-lab/SEDSkill
xmed-lab/GL-Fusion
MICCAI 2023: GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation
xmed-lab/VDPL
Variance-Aware Domain-Augmented Pseudo Labeling for Semi-Supervised Domain Generalization on Medical Image Segmentation
xmed-lab/DDAug
ICONIP 2023: Dynamic Data Augmentation via Monte-Carlo Tree Search for Prostate MRI Segmentation
xmed-lab/M3-UDA
CVPR M^3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
xmed-lab/MultiEYE