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
GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
NuInstruct
RSCFed
CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
TriALS
MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.
xmed-lab's Repositories
xmed-lab/GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
xmed-lab/AllSpark
CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
xmed-lab/TriALS
MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.
xmed-lab/DHC
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
xmed-lab/NuInstruct
xmed-lab/DIF-Gaussian
MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
xmed-lab/GraphEcho
ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"
xmed-lab/C2RV-CBCT
CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"
xmed-lab/FDDM
MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images
xmed-lab/CPR
MICCAI 2023: Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
xmed-lab/MedRegA
MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
xmed-lab/CardiacNet
xmed-lab/TP-Mamba
xmed-lab/FD-SOS
MICCAI 2024 Oral: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images
xmed-lab/M3-UDA
CVPR M^3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
xmed-lab/ToMo-UDA
[ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.
xmed-lab/NumCLIP
[ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression
xmed-lab/MultiEYE
MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images
xmed-lab/NGOAT
xmed-lab/DrugRec
xmed-lab/GeCA
xmed-lab/GPTrack
xmed-lab/HiA
xmed-lab/INC
Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-Parametric Classifier
xmed-lab/CoFA
xmed-lab/SemiEBS
xmed-lab/AATS
xmed-lab/MedSapiens
xmed-lab/SdAOF
xmed-lab/SemiAnAgg