GenAI:
Text-to-Motion
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Image and Video Generation and Editing
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3D Generation and Editing
Video Understanding:
Grounding and Reasoning
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Human Pose/Mesh Analysis
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Human Action Recognition
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Anomaly Detection
Other Computer Vision Tasks:
Object Detection
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Image Segmentation
Medical Image Computing & Healthcare Applications:
Medical Image Segmentation
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Medical Foundation Models and Datasets
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Healthcare Applications
Image and Video Processing:
Image Restoration (Denoising, SR, etc.)
Geospatial Analysis and Remote Sensing:
Image Geolocalization
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Remote Sensing
Machine Learning:
Federated Learning
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Unsupervised, Self- and Semi-supervised Learning
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Multimodal Learning
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Efficiency
Publications
(Selected) Publication by Research Topic
Medical Foundation Models and Datasets
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UCF-MultiOrgan-Path: A Public Benchmark Dataset of Histopathologic Images for Deep Learning Model
Based Organ Classification
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A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
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A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images
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