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05/19/2023
Clinical Camel: An Open-Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
Large Language Models (LLMs) present immense potential in the medical fi...
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05/03/2023
Clinical Note Generation from Doctor-Patient Conversations using Large Language Models: Insights from MEDIQA-Chat
This paper describes our submission to the MEDIQA-Chat 2023 shared task ...
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04/24/2023
Segment Anything in Medical Images
Segment anything model (SAM) has revolutionized natural image segmentati...
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04/09/2023
Variational operator learning: A unified paradigm for training neural operators and solving partial differential equations
Based on the variational method, we propose a novel paradigm that provid...
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02/08/2023
DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks
Learning the causal structure of observable variables is a central focus...
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01/04/2023
Motion-based Post-Processing: Using Kalman Filter to Exclude Similar Targets in Underwater Object Tracking
Visual tracker includes network and post-processing. Despite the color d...
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11/30/2022
Gradient Domain Weighted Guided Image Filtering
As an excellent local filter, guided image filters are subject to halo a...
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11/25/2022
CodeExp: Explanatory Code Document Generation
Developing models that can automatically generate detailed code explanat...
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08/18/2022
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation
Empathy is a trait that naturally manifests in human conversation. Theor...
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07/16/2022
Model-Aware Contrastive Learning: Towards Escaping Uniformity-Tolerance Dilemma in Training
Instance discrimination contrastive learning (CL) has achieved significa...
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09/03/2021
A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis
Dementia is a family of neurogenerative conditions affecting memory and ...
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01/11/2021
Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control
In the biopharmaceutical manufacturing, fermentation process plays a cri...
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08/08/2020
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews
Bipolar disorder (BD) and borderline personality disorder (BPD) are both...
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08/27/2019
Fast multipole method for 3-D Laplace equation in layered media
In this paper, a fast multipole method (FMM) is proposed for 3-D Laplace...
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09/13/2018
