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Currently, I am:

Previously, I worked on:

  • DiffusionOperators, code to accompany the paper Score-based diffusion models in function space by Lim et al. (current maintainer)
  • Wekadeeplearning4j (original author, former maintainer)

Christopher Beckham, PhD's Projects

amdim-public icon amdim-public

Public repo for Augmented Multiscale Deep InfoMax representation learning

amr icon amr

Official adversarial mixup resynthesis repository

arae icon arae

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

autoscript icon autoscript

Convert a .json file specifying hyperparameters to individual shell scripts to be executed

bio-algorithms icon bio-algorithms

Implemented algorithms from UC bioinformatics algorithms course

bmsg-gan icon bmsg-gan

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning.

challenges-few-shot-gans icon challenges-few-shot-gans

Official repository for "Overcoming challenges in leveraging GANs for few-shot data augmentation", accepted to CoLLAs 2022.

choosem icon choosem

dropdown picker/launcher for mac os

chrisplotall icon chrisplotall

R package that plots all possible histograms, scatterplots, and boxplots determined by the type of variables present in the specified dataset. Has two modes - can output graphs externally to png files, or simply display to the graphics device (the latter of which could be useful if producing R Markdown scripts).

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

clevr-mrt icon clevr-mrt

Official repository for CLEVR: Mental Rotation Tests

cnn-energy-model icon cnn-energy-model

A Theano implementation of a CNN DSEBM (deep structured energy-based model) described in https://arxiv.org/pdf/1605.07717v2.pdf

comp767 icon comp767

All my presentations/reports + final project for the COMP767 reinforcement learning class at McGill.

coms-are-energy-models icon coms-are-energy-models

Official code for paper: Conservative objective models are a special kind of contrastive divergence-based energy model

conway-maxwell-binomial icon conway-maxwell-binomial

Implementation of the Conway-Maxwell-Binomial distribution (for unimodal/ordinal classification problems) in PyTorch.

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