Han Huang (Bill)'s repositories

LLM_animation

A showroom for various animations generated by large language models (LLM). Our method takes a rigged 3D model and produces novel animations specified via natural language descriptions in a matter of seconds.

Manga_Translator

A framework for translating Japanese comics into the desired language. Currently supports English and Chinese.

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Latent_Flow_Matching_MNIST

A minimal example for training a flow matching model in a pretrained VAE's latent space to generate MNIST digits.

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MFG_NF

A framework for solving high-dimensional mean field games (MFG) with normalizing flows (NF) and regularizing NFs with MFG transport costs.

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Balanced_Network

C++ based implementation of the Balanced Network and spike frequency adaptations on the neurons

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Decision_Network

C++ based simulation of cognitive decision making through competing firing rate models.

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Dota2-Prediction-Model

A machine learning framework for predicting the outcome of a Dota2 match based on hero compositions.

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UPS-Net

A framework for learning solutions and solution maps for PDEs with neural networks.

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