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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
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
CVPR 2025
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining
CVPR 2025
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation
CVPR 2025
Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation
ICCV 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction
CVPR 2025
Multi-modal Medical Diagnosis via Large-small Model Collaboration
CVPR 2025
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation
CVPR 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
CVPR 2025
Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering
ICCV 2025
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation
ICCV 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
ICCV 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images
AAAI 2025
MagicHOI: Leveraging 3D Priors for Accurate Hand-object Reconstruction from Short Monocular Video Clips
ICCV 2025
Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images
ICCV 2025
NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation
WACV 2025
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models
AAAI 2025
EventUPS: Uncalibrated Photometric Stereo Using an Event Camera
ICCV 2025
Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification
ICCV 2025
Multi-modal Segment Anything Model for Camouflaged Scene Segmentation
ICCV 2025
GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation
AAAI 2025
Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning
ICCV 2025
CT to PET Translation: A Large-Scale Dataset and Domain-Knowledge-Guided Diffusion Approach
WACV 2025
AC-IND: Sparse CT Reconstruction Based on Attenuation Coefficient Estimation and Implicit Neural Distribution
WACV 2025
M3amba: Memory Mamba is All You Need for Whole Slide Image Classification
CVPR 2025
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
CVPR 2025
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