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Tung Nguyen

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I am a PhD student in CS at UCLA, advised by Aditya Grover. My research interest lies in the intersection of Decision making, Sequence modeling, and Generative Modeling. I am also interested in grounding my research in applications to Tackling Climate Change.


Tung's Github Stats

Tung Nguyen's Projects

autogbt icon autogbt

AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-drift. AutoGBT was developed by a joint team ('autodidact.ai') from Flytxt, Indian Institute of Technology Delhi and CSIR-CEERI as a part of NIPS 2018 AutoML for Lifelong Machine Learning Challenge.

bnp icon bnp

Pytorch implementation of neural processes and variants

e2c-pytorch icon e2c-pytorch

A pytorch implementation of the paper "Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images", NIPS, 2015

han icon han

Reproduce the Hierarchical Attention Network for Document Classification

icml-2021-statistics icon icml-2021-statistics

This code base is used to extract top institutions and authors with the most number of accepted papers at ICML 2021

limo icon limo

Official implementation of LIMO: Large Language Models for In-Context Molecular Optimization

opencv icon opencv

Open Source Computer Vision Library

tnp-pytorch icon tnp-pytorch

Official implementation of Transformer Neural Processes

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