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jsikyoon/README.md

Hi there 👋

I am Jaesik Yoon working in SAP as a Machine Learning Developer. Now I am working with Professor Sungjin Ahn at Rutgers University for ML research, particularly unsupervised learning and object-oriented learning. Besides career, I am a husband of beautiful lady and a dad of very curious son who always gives me intuition how human learns the world.

News

Publications /Google Scholar ({} means equal contribution.)

  • Robustifying Sequential Neural Processes
    Jaesik Yoon, Gautam Singh, Sungjin Ahn
    ICML 2020 pdf / code

  • Sequential Neural Processes
    {Gautam Singh, Jaesik Yoon}, Youngsung Son, Sungjin Ahn
    NeurIPS 2019 SPOTLIGHT pdf / project / code

  • One-Shot Learning for Text-to-SQL Generation
    Dongjun Lee, Jaesik Yoon, Jongyun Song, Sanggil Lee, Sungroh Yoon
    arxiv

  • Bayesian Model-Agnostic Meta Learning
    {Jaesik Yoon, Taesup Kim}, Ousmane Dia, Sungwoong Kim, Yosua Bengio, Sungjin Ahn
    NeurIPS 2018 SPOTLIGHT pdf / spotlight talk / code1 / code2

  • A hierarchical-structured dictionary learning for image classification
    Jaesik Yoon, Jinho Choi, Chang Dong Yoo
    ICIP 2014 ORAL pdf

Popular repositories

  1. adv_attack_capsnet

    Tensorflow Implementation of Adversarial Attack to Capsule Networks

    Python 164 38

  2. Interaction-networks_tensorflow

    Tensorflow Implementation of Interaction Networks for Learning about Objects, Relations and Physics

    Python 141 24

  3. visual-interaction-networks_tensorflow

    Tensorflow Implementation of Visual Interaction Networks

    Python 133 30

  4. pathnet

    Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

    Python 92 25

  5. SequentialData-GAN

    Tensorflow Implementation of GAN modeling for sequential data

    Python 69 21

  6. programmable-agents_tensorflow

    Tensorflow Implementation of Programmable Agents

    Python 38 10

88 contributions in the last year

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September 2020

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