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Han Huang (Bill)'s Projects

balanced_network icon balanced_network

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

decision_network icon decision_network

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

dota2-prediction-model icon dota2-prediction-model

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

latent_flow_matching_mnist icon latent_flow_matching_mnist

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

llm_animation icon 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 icon manga_translator

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

mfg_nf icon mfg_nf

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

ups-net icon ups-net

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

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