Jingjun Yi
10 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (10)
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(7)
Machine Learning
(7)
Application Areas
(7)
Learning Types
(6)
Analysis
(5)
Artificial Intelligence
(4)
Architectures
(3)
Core AI Β· Artificial Intelligence
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI Β· Computer Vision
(2)
Domain-Specific
(2)
Models
(2)
Core Methods
(1)
Keywords
domain generalization
(6)
semantic segmentation
(4)
state space model
(3)
vision foundation model
(2)
domain adaptation
(2)
depth estimation
(1)
gaussian mixture model
(1)
style transfer
(1)
medical image grading
(1)
fine-grained recognition
(1)
medical image segmentation
(1)
diffusion model
(1)
latent space
(1)
dense prediction
(1)
frequency analysis
(1)
fine-grained classification
(1)
cross-attention mechanism
(1)
discrete cosine transform
(1)
manifold learning
(1)
representation learning
(1)
Papers
AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization
ICCV 2025
A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks
ICCV 2025
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-invariant CAM
MICCAI 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization
AAAI 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination
AAAI 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
CVPR 2025
Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation
MICCAI 2024
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
NeurIPS 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries
AAAI 2024
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
NeurIPS 2024