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CLIP_Surgery
CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary TasksCLIPN
ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say NoGenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image SegmentationAllSpark
CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationDIF-Net
MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT ReconstructionTriALS
MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.DHC
MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationNuInstruct
RSCFed
CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised LearningCLD-Semi
MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee SegmentationEPL_SemiDG
AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image SegmentationURN
AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic SegmentationOEEM
MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology ImagesGraphEcho
ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"DIF-Gaussian
MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT ReconstructionFSDiffReg
MICCAI 2023: FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac ImagesC2RV-CBCT
CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"UCVME
AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural NetworksFDDM
MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT ImagesAdaCon
IEEE TMI 2021: AdaCon: Adaptive Contrast for Image Regression in Computer-Aided Disease AssessmentCSS-SemiVideo
IEEE TMI 2022: Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram VideosTimeStamp-Surgical
TMI 2023: Less is More: Surgical Phase Recognition from Timestamp SupervisionECBM
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic InterpretationsCPR
MICCAI 2023: Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image SegmentationHCGNet
J-BHI 2024: Exploiting Hierarchical Interactions for Protein Surface LearningFed-MAS
MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image ClassificationSAHC
IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical VideosSC-Cor
ECCV 2022: Learning Shadow Correspondence for Video Shadow DetectionDistillingSelf
MICCAI 2022: Free Lunch for Surgical Video Understanding by Distilling Self-SupervisionsICLIP
Exploring Visual Interpretability for Contrastive Language-Image PretrainingRIDL
MICCAI 2023: Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT VolumesTripleE-DG
MSSG
MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingSCAN
DiffCMR
FoPro-KD
TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionToMo-UDA
[ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.FD-SOS
MICCAI 2024 Oral: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral ImagesM3-UDA
CVPR M^3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure DetectionCLSS
SEDSkill
VDPL
Variance-Aware Domain-Augmented Pseudo Labeling for Semi-Supervised Domain Generalization on Medical Image SegmentationGL-Fusion
MICCAI 2023: GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video SegmentationNumCLIP
[ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal RegressionDrugRec
CardiacNet
NGOAT
GPTrack
DDAug
ICONIP 2023: Dynamic Data Augmentation via Monte-Carlo Tree Search for Prostate MRI SegmentationCoFA
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