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Methodology
← Domain-Specific
Computer Vision
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Domain-Specific
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Medical Imaging
1931 directly classified papers
Papers per year
2006: 3
2008: 2
2009: 2
2010: 3
2011: 1
2012: 3
2013: 24
2014: 22
2015: 20
2016: 21
2017: 18
2018: 37
2019: 107
2020: 137
2021: 171
2022: 221
2023: 291
2024: 296
2025: 392
2026: 160
Papers
Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms
CVPR 2024
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation
WACV 2024
Supervised Anomaly Detection for Complex Industrial Images
CVPR 2024
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation
CVPR 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
Instance-level Expert Knowledge and Aggregate Discriminative Attention for Radiology Report Generation
CVPR 2024
Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale
WACV 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation
CVPR 2024
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation
CVPR 2024
Real-time 3D-aware Portrait Video Relighting
CVPR 2024
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection
AAAI 2024
Atom-Level Optical Chemical Structure Recognition with Limited Supervision
CVPR 2024
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures
CVPR 2024
Retrieval-enriched zero-shot image classification in low-resource domains
EMNLP 2024
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images
AAAI 2024
MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation
CVPR 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting
EMNLP 2024
MedCoT: Medical Chain of Thought via Hierarchical Expert
EMNLP 2024
MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer
AAAI 2024
TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease
CVPR 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
AAAI 2024
Mudslide: A Universal Nuclear Instance Segmentation Method
CVPR 2024
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
NIPS 2024
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation
CVPR 2024
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
EMNLP 2024
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