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imchyna's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

dida icon dida

Disentangled Synthesis for Domain Adaptation

diffusionclip icon diffusionclip

[CVPR 2022] Official PyTorch Implementation for DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models

drit icon drit

Learning diverse image-to-image translation from unpaired data

infogan icon infogan

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

jigendg icon jigendg

Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

latentgnn-v1-pytorch icon latentgnn-v1-pytorch

Implementation of “LatentGNN: Learning Efficient Non-local Relations for Visual Recognition”(ICML 2019)

metrics icon metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

obfuscated-gradients icon obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

perceptual_metric icon perceptual_metric

Three preceptual metrics, including vgg distance, inception score and FID score

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

psc2 icon psc2

code used for collaborative musical improvisation with ML models

rain-rendering icon rain-rendering

Rain Rendering for Evaluating and Improving Robustness to Bad Weather (Tremblay et al., 2020) (S. S. Halder et al., 2019)

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

virtualtoreal-rl icon virtualtoreal-rl

BMVC 2017: Virtual to Real Reinforcement Learning for Autonomous Driving

wae icon wae

Wasserstein Auto-Encoders

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