ksoh97/Born-Identity-Network

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Language
Python
Updated about 3 years ago

ksoh97/Born-Identity-Network

ksoh97

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Tensorflow implementation of "Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision"

LEAR

Tensorflow implementation of "Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model" [TPAMI 2022]

Driver-drowsiness-classification

Mini-project using the PyTorch framework

BIN

Tensorflow implementation of "Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision"

FIESTA

Pytorch implementation of "FIESTA: Fourier-based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation" [Submitted to MedIA]

MelGAN-Waveform-synthesis

Pytorch re-implementation of MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis.

ksoh97

Brain-tumor-segmentation

Mini-project using the TensorFlow and PyTorch framework jointly

My_investigate

XAI approaches based on the TensorFlow framework to understand neural networks decision

DarkNet

LiCoL