Yitian Zhao
23 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Dynamic Duo
(15)
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Conference Pioneer
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The Questioner
(2)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(7)
Deep Learning
(5)
Analysis
(5)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Architectures
(2)
Core AI
(2)
Domain-Specific
(2)
Processing
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
abstract visual reasoning
(2)
human action recognition
(2)
lottery ticket hypothesis
(1)
semi-supervised learning
(1)
feature learning
(1)
uncertainty quantification
(1)
medical imaging
(1)
deep neural network
(1)
weakly supervised learning
(1)
visual reasoning
(1)
multiple instance learning
(1)
object detection
(1)
biomedical imaging
(1)
tree structure
(1)
contrastive learning
(1)
proximal policy optimization
(1)
sparse training
(1)
teacher-student framework
(1)
whole slide image
(1)
neural network pruning
(1)
Papers
A Frequency-Aware Self-Supervised Learning for Ultra-Wide-Field Image Enhancement
MICCAI 2025
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CVPR 2025
DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning
AAAI 2025
Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis
MICCAI 2025
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation
MICCAI 2025
MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images
MICCAI 2025
Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading
MICCAI 2025
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport
MICCAI 2025
A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement
MICCAI 2024
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting
MICCAI 2024
DSNet: A Spatio-Temporal Consistency Network for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences
MICCAI 2024
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition
AAAI 2024
MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification
MICCAI 2024
Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation
MICCAI 2024
Open-Set Semi-Supervised Medical Image Classification with Learnable Prototypes and Outlier Filter
MICCAI 2024
Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations
IJCAI 2024
Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery
AAAI 2024
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
CVPR 2022
Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency?
CVPR 2021
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting
ICCV 2021
Regression of Instance Boundary by Aggregated CNN and GCN
ECCV 2020
Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes
ECCV 2020
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering
CVPR 2019