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jramapuram

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Making machines learn, one sample at a time.

Funding Links: https://github.com/sponsors/jramapuram

GitHub Sponsors Profile

I work on fundamental ML research topics ranging from generative modeling, self-supervised learning and improving attention mechanisms.

Featured Works

jramapuram/hal

Rust based Cross-GPU Machine Learning

Language: Rust - Stars: 91
jramapuram/LifelongVAE

Lifelong Variational Autoencoder

Language: Python - Stars: 14
jramapuram/holographic_memory

Example of holographic reduced representations in Tensorflow

Language: Python - Stars: 7
jramapuram/variational_saccading

Implementation of variational saccading

Language: Python - Stars: 6
jramapuram/ml_base

Base machine learning project page for VAEs or classifier / regressors

Language: Python - Stars: 5
jramapuram/SimCLR

SimCLR pytorch implementation using DistributedDataParallel.

Language: Python - Stars: 24