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Jonathan Choi

Life as an Art

Philosophy, science, literature, engineering, art... Every creation of mankind may be driven by the quest for a universal truth.

For that enigmatic existence, whether it manifests or not, we each persevere in our respective realms, giving our utmost efforts, today.

Do you perchance know if it shall unveil the answer?

Regardless, the very essence of our lived experience itself is an art form.

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Jonathan Choi's Projects

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

brain-inspired-replay icon brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

clip-featurevis icon clip-featurevis

code for reproducing some of the diagrams in the paper "Multimodal Neurons in Artificial Neural Networks"

composer icon composer

Official implementation of "Composer: Creative and Controllable Image Synthesis with Composable Conditions"

conv_snn icon conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

fairgen icon fairgen

Code for paper `Improving the Fairness of Deep Generative Models without Retraining`

gradio icon gradio

Create UIs for your machine learning model in Python in 3 minutes

gst-visdial icon gst-visdial

🔥Official PyTorch Implementation for CVPR'23 "The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training"

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gymnasium icon gymnasium

A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)

lats icon lats

To appear in the 11th International Conference on Learning Representations (ICLR 2023).

lifelong-learning-lth icon lifelong-learning-lth

[ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

linear-ts icon linear-ts

Fast Linear Algebra Computation & Visualization Library in Typescript

lusr icon lusr

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation (AAAI 2021)

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