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List of works by Aurelien Lucchi

A Domain Agnostic Measure for Monitoring and Evaluating GANs ⬇️

Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy ⬇️

scientific article published in January 2016

Batch normalization provably avoids ranks collapse for randomly initialised deep networks ⬇️

Continuous-time Models for Stochastic Optimization Algorithms ⬇️

scholarly article by Antonio Orvieto & Aurelien Lucchi published 2019 in Advances in Neural Information Processing Systems 32

Convolutional Generation of Textured 3D Meshes ⬇️

scientific article published in November 2020

Efficient scanning for EM based target localization

scientific article published on 01 January 2012

Flash scanning electron microscopy

scientific article published on 01 January 2013

Learning structured models for segmentation of 2-D and 3-D imagery.

scientific article published on 26 November 2014

Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification

academic journal article

SLIC superpixels compared to state-of-the-art superpixel methods

scientific article published in November 2012

Shadowing Properties of Optimization Algorithms ⬇️

scientific article published in January 2019

Stabilizing Training of Generative Adversarial Networks through Regularization ⬇️

scientific article published in January 2017

Variance Reduced Stochastic Gradient Descent with Neighbors ⬇️

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