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Focusing and working hard!
๐Ÿ’ช
Focusing and working hard!

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@vkola-lab

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SuperBruceJia/README.md

What is the most surprising finding in your research?

  • PodGPT Research: It is surprising to see that leveraging Podcasts into LLM significantly boosts its ability to process medical information, making it an invaluable tool for education and research [1].

  • Image Quality Assessment Research: Mimicking the long-dependency perception of Human Visual System, the Non-local Modeling enhances image quality assessment [1].

  • EEG Research: By cooperating with the functional topological relationship of electrodes, the decoding performance of raw EEG signals is improved [1, 2].

    Shuyue's github activity graph

Fast access to some projects

Source codes of all my works will be shared on GitHub, the trained models and datasets will be released on ๐Ÿค— Hugging Face, and some of my applied research on Vision and Language will be developed as Web or Android/iOS mobile apps.

Boston University: mostly Multimodal Foundation Models and Generative AI research

Topic 1: Large Language Models (LLMs):


Topic 2: Large Multimodal Models (LMMs/MM-LLMs): We will gradually deploy all our Multimodal Foundation Models on our PodGPT platform.


Topic 3: Evidence-based Medicine (EBM):


Topic 4: Medical Imaging with AI:

  • ๐Ÿ–ผ๏ธ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐Œ๐ž๐๐ข๐œ๐š๐ฅ ๐ˆ๐ฆ๐š๐ ๐ข๐ง๐  ๐•๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐ž๐ซ - Online Medical Imaging Visualizer (based on Papaya)

City University of Hong Kong: mostly Computer Vision research

Northeast Electric Power University: mostly Deep Learning research

Others:

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  1. vkola-lab/PodGPT vkola-lab/PodGPT Public

    PodGPT: A multilingual audio-augmented large language model for research and education

    Python 29 1

  2. EEG-DL EEG-DL Public

    A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

    Python 972 225

  3. promptcraft promptcraft Public

    PromptCraft is a prompt perturbation toolkit from the character, word, and sentence levels for prompt robustness analysis. PyPI Package: pypi.org/project/promptcraft

    Python 12 1

  4. EEG-Motor-Imagery-Classification-CNNs-TensorFlow EEG-Motor-Imagery-Classification-CNNs-TensorFlow Public

    EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

    Python 206 47

  5. Awesome-LLM-Self-Consistency Awesome-LLM-Self-Consistency Public

    Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models

    78 4

  6. Awesome-Large-Vision-Language-Model Awesome-Large-Vision-Language-Model Public

    Awesome Large Vision-Language Model: A Curated List of Large Vision-Language Model

    15 2