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J's Projects

image_harmonization icon image_harmonization

Official implementation of "Foreground-aware Semantic Representations for Image Harmonization"

imavatar icon imavatar

Official repository for CVPR 2022 paper: I M Avatar: Implicit Morphable Head Avatars from Videos

imgaug icon imgaug

Image augmentation for machine learning experiments.

imitation icon imitation

Contains an implementation of "Trust Region Policy Optimization" (TRPO)

imodels icon imodels

Interpretable ML package πŸ” for concise, transparent, and accurate predictive modeling (sklearn-compatible).

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

ims-toucan icon ims-toucan

IMS-Toucan is a toolkit to train state-of-the-art Speech Synthesis models. Everything is pure Python and PyTorch based to keep it as simple and beginner-friendly, yet powerful as possible.

imtriangle icon imtriangle

This snippet of code attempts to put triangle pixelation effect on images.

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

infiniteremixer icon infiniteremixer

Create infinite remixes intelligently patching together groups of songs

infinitywheel icon infinitywheel

A single-player iOS arcade game written in Swift using the SpriteKit framework.

infogan icon infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

information-theory-in-deep-learning icon information-theory-in-deep-learning

This is a tensorflow implementation, aiming at using the Mutual Neural Estimator proposed in (MINE, Belghazi et al) to reconstruct the images of Tishby and Zariv's paper, which can be found here: https://arxiv.org/abs/1703.00810 . Please be aware that the argument of 'compression' in the layers as a cause of extracting features is a little misleading since the mutual information is invariant under nonlinear transformations as described here: https://arxiv.org/abs/1810.05728 which was recently published.

inpainter icon inpainter

A web GUI for inpainting with Stable Diffusion using the Replicate API.

insentive icon insentive

[In]filling [Sent]ences in the Narra[tive] domain. Code associated with the paper "Inspiration through Observation: Demonstrating the Influence of Automatically Generated Text on Creative Writing"

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

instant.page icon instant.page

Make your site’s pages instant in 1 minute and improve your conversion rate by 1%

integrated-gradients icon integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

interfacegan icon interfacegan

[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing

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