Pengfei Guo
14 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) π Conference Polyglot (7) π Academic Marathon (5) π§ Keyword Pioneer π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(22)
π
Conference Polyglot
(7)
π§¬
Topic Evolution
π₯
Mega-Team
(24)
π
Century Club
(13)
ποΈ
Keyword Collector
(54)
π₯
Unstoppable
(6)
Conferences
CVPR (5)
ECCV (2)
MIDL (2)
AAAI (1)
INTERSPEECH (1)
MICCAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
federated learning
(4)
medical imaging
(3)
domain adaptation
(3)
medical image segmentation
(2)
magnetic resonance imaging
(2)
image reconstruction
(2)
latent diffusion model
(2)
deep learning
(1)
domain generalization
(1)
contrastive learning
(1)
privacy preservation
(1)
test-time adaptation
(1)
batch normalization
(1)
image generation
(1)
communication efficiency
(1)
model complexity
(1)
attention mechanism
(1)
domain knowledge
(1)
foundation model
(1)
zero-shot learning
(1)
Papers
MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss
AAAI 2026
Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases
MICCAI 2025
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
CVPR 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
MAISI: Medical AI for Synthetic Imaging
WACV 2025
CDSD: Chinese Dysarthria Speech Database
INTERSPEECH 2024
On-the-Fly Test-time Adaptation for Medical Image Segmentation
MIDL 2023
Reference-based MRI Reconstruction Using Texture Transformer
MIDL 2023
Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation
ECCV 2022
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination
CVPR 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation
CVPR 2022
Resource-Adaptive Federated Learning with All-In-One Neural Composition
NIPS 2022
Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning
CVPR 2021
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry
ECCV 2020