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Anh M. Nguyen's Projects

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

biggan-am icon biggan-am

BigGAN-AM improves the sample diversity of BigGAN and synthesizes Places365 images.

caffe icon caffe

Caffe: a Fast framework for neural networks. For the most recent version, check out branch dev. For a more stable version, check out branch master.

caffe_lrcn icon caffe_lrcn

A clone from the recurrent branch of the LRCN caffe by Jeff Donahue http://jeffdonahue.com/lrcn/

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep-goggle icon deep-goggle

Source code for "Understanding Deep Image Representations by Inverting Them", CVPR 2015

deepbeliefsdk icon deepbeliefsdk

The SDK for Jetpac's iOS Deep Belief image recognition framework

deepdraw icon deepdraw

Notebook example of how to generate class visualizations with Caffe

deepface-emd icon deepface-emd

Code for CVPR 2022 https://arxiv.org/abs/2112.04016 DeepFace-EMD Re-ranking Using Patch-wise Earth Movers Distance Improves Out-Of-Distribution Face Identification

effectiveness-attribution-maps icon effectiveness-attribution-maps

Data for the NeurIPS 2021 paper [The effectiveness of feature attribution methods and its correlation with automatic evaluation scores] https://arxiv.org/abs/2105.14944

faceswap icon faceswap

Python script to put facial features from one face onto another

generative-attribution-methods icon generative-attribution-methods

Code for paper [Explaining image classifiers by removing input features using generative models] [ACCV 2020] https://arxiv.org/abs/1910.04256

im icon im

Code for [ Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? ] AACL 2022 https://arxiv.org/abs/2110.11929

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