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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
Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
AAAI 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
Monocular Facial Appearance Capture in the Wild
ICCV 2025
Generative Medical Segmentation
AAAI 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation
AAAI 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement
AAAI 2025
Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios
CVPR 2025
MAGE : Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model
CVPR 2025
CryoFastAR: Fast Cryo-EM Ab initio Reconstruction Made Easy
ICCV 2025
Wavelet Multi-scale Region-Enhanced Network for Medical Image Segmentation
IJCAI 2025
An OpenMind for 3D Medical Vision Self-supervised Learning
ICCV 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images
AAAI 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models
CVPR 2025
Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision
IJCAI 2025
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining
CVPR 2025
MoFRR: Mixture of Diffusion Models for Face Retouching Restoration
ICCV 2025
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
CVPR 2025
Noise-Modeled Diffusion Models for Low-Light Spike Image Restoration
ICCV 2025
Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images
AAAI 2025
One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution
ICCV 2025
V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy
CVPR 2025
Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis
AAAI 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
CVPR 2025
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
AAAI 2025
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