Vu Minh Hieu Phan
10 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Conference Polyglot (4) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
CVPR (3)
MICCAI (3)
ICCV (2)
ACL (1)
IJCAI (1)
Top co-authors
Keywords
medical imaging
(3)
contrastive learning
(1)
zero-shot learning
(1)
semantic segmentation
(1)
image segmentation
(1)
similarity learning
(1)
prototype learning
(1)
cross-modal learning
(1)
visual localization
(1)
visual grounding
(1)
deep learning
(1)
medical image analysis
(1)
feature space
(1)
visual classification
(1)
deep neural network
(1)
large multimodal model
(1)
decision boundary
(1)
vision-language model
(1)
vision-language pre-training
(1)
counterfactual explanation
(1)
Papers
MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training
ACL 2026
Interactive Medical Image Analysis with Concept-based Similarity Reasoning
CVPR 2025
Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models
ICCV 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
ICCV 2025
Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering
IJCAI 2025
Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting
MICCAI 2025
AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
MICCAI 2024
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
MICCAI 2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
CVPR 2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework
CVPR 2024