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Sibo Cheng

Explainable Global Wildfire Prediction Models using Graph Neural Networks

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Feb 11, 2024
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Multi-fidelity physics constrained neural networks for dynamical systems

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Feb 03, 2024
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Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training

Jan 02, 2024
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G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training

Dec 03, 2023
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Efficient deep data assimilation with sparse observations and time-varying sensors

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Oct 24, 2023
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IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training

Oct 11, 2023
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ETP: Learning Transferable ECG Representations via ECG-Text Pre-training

Sep 06, 2023
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A generative model for surrogates of spatial-temporal wildfire nowcasting

Aug 05, 2023
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M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

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Jul 19, 2023
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Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation

Jun 07, 2023
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