Alaa Lab
- 54 followers
- United States of America
- https://alaalab.berkeley.edu/
Popular repositories Loading
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deep-learning-uncertainty
deep-learning-uncertainty PublicLiterature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.
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InstructCV
InstructCV Public[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"
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conformal-metalearners
conformal-metalearners Public[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
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pathologist-in-the-loop
pathologist-in-the-loop Public[ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"
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med-real2sim
med-real2sim Public[ NeurIPS 2024 ] Official Codebase for "Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning"
Repositories
- ER-Reason Public
AlaaLab/ER-Reason’s past year of commit activity - med-real2sim Public
[ NeurIPS 2024 ] Official Codebase for "Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning"
AlaaLab/med-real2sim’s past year of commit activity - InstructCV Public
[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"
AlaaLab/InstructCV’s past year of commit activity - WebCP Public
[ NeurIPS 2023 R0-FoMo Workshop ] Official Codebase for "Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data"
AlaaLab/WebCP’s past year of commit activity - pathologist-in-the-loop Public
[ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"
AlaaLab/pathologist-in-the-loop’s past year of commit activity - conformal-metalearners Public
[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
AlaaLab/conformal-metalearners’s past year of commit activity - ETAB Public
[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
AlaaLab/ETAB’s past year of commit activity - deep-learning-uncertainty Public
Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.
AlaaLab/deep-learning-uncertainty’s past year of commit activity
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