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Zhengqing Fang's Projects

ace icon ace

Towards Automatic Concept-based Explanations

cfr_torch icon cfr_torch

[Fork from https://github.com/ychika/CFR/fork] PyTorch implementation of Balancing Neural Networks [Johansson+; ICML2016] and Counterfactual Regression [Shalit+; ICML2017].

learnopengl icon learnopengl

Code repository of all tutorials found at http://learnopengl.com

midifile icon midifile

C++ classes for reading/writing Standard MIDI Files

minecraft icon minecraft

Simple Minecraft-inspired program using Python and Pyglet

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

soft-intro-vae-pytorch icon soft-intro-vae-pytorch

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

tencent-ml-images icon tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

visualconceptmining icon visualconceptmining

Pytorch Implement of ACM Multimedia 2020 paper "Concept-based Explanation for Fine-grained Images and Its Application in Infectious Keratitis Classification"

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