Zhibin Liao
9 papers · 2024–2025 · 4 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)
IJCAI (1)
Top co-authors
Keywords
medical imaging
(3)
zero-shot learning
(1)
semantic segmentation
(1)
image segmentation
(1)
similarity learning
(1)
prototype learning
(1)
visual localization
(1)
visual grounding
(1)
deep learning
(1)
feature space
(1)
visual classification
(1)
deep neural network
(1)
large multimodal model
(1)
decision boundary
(1)
vision-language model
(1)
counterfactual explanation
(1)
chest x-ray
(1)
model interpretation
(1)
class activation map
(1)
medical visual question answering
(1)
Papers
PedCLIP: A Vision-Language model for Pediatric X-rays with Mixture of Body part Experts
MICCAI 2025
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
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
AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
MICCAI 2024
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
MICCAI 2024