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Juan C. Pérez's Projects

09_vins icon 09_vins

Value Iteration Networks demo and explanation

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

certifyingfacerecognition icon certifyingfacerecognition

Using GAN latent space interpretation for certifying face recognition systems against realistic perturbations

char-rnn-tensorflow icon char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

cubecalibration icon cubecalibration

Kinect camera calibration based on M-SAC and constrained optimization

forbcv icon forbcv

LSTM things for presentation at BCVsummer

inat_comp_2018 icon inat_comp_2018

CNN training code for iNaturalist 2018 image classification competition

isonet icon isonet

Repository for "Deep Isometric Learning for Visual Recognition"

list-of-countries icon list-of-countries

List of all countries in different formats (ISO, tld, capital, language, population)

torch-rnn icon torch-rnn

Efficient, reusable RNNs and LSTMs for torch

trades icon trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

tte icon tte

Official implementation of "Enhancing Adversarial Robustness via Test-time Transformation Ensembling", Workshop paper at ICCV '21. Available at https://openaccess.thecvf.com/content/ICCV2021W/AROW/papers/Perez_Enhancing_Adversarial_Robustness_via_Test-Time_Transformation_Ensembling_ICCVW_2021_paper.pdf.

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