Sitemap

I’ve been interested in methods to visualize what is going on inside a neural network — mainly CNNs but not restricted to them. I’ll start with this informa...

Visualizing data with t-SNE

November 7, 2017 less than 1 minute read

I’ve just watched this Google tech talk by one of the proponents of the t-SNE visualization technique.

Mystères mathématiques de l’apprentissage par réseaux de neurones

April 3, 2017 less than 1 minute read

I wanted to recommend this talk by Stéphane Mallat (en Français), in which he tries to propose a way of interpreting and understanding deep CNNs using in a s...

Paper: DNN and humans agree on which invariants are significant for object recognition

January 31, 2017 2 minute read

Saw this paper comparing the performance of humans and DL models on object recognition tasks. The global idea of the study was to test robustness to a certai...

Reclab: experiments with recommender systems

September 1, 2015 Code

Experiments with recommender systems that I did during my masters research work.

Data prototypes for interpretability

January 1, 2018 Paper Code

Code for "Bio-inspired analysis of deep learning on not-so-big data using data-prototypes."

Reimplementation of LDMnet

September 1, 2018 Code

Reimplementation of LDMnet model in pytorch + skorch

Neurosmart

October 1, 2018 Code

A team project I was glad to contribute to.

Co-clustering in collaborative filtering committees and in brain activity analysis

Published At University of Campinas, 2016 Paper Bibtex

Ensemble for Collaborative Filtering Based on Random Projections and Boolean Matrix Factorization

Published In Proceedings of the 15th IASTED International Conference on Intelligent Systems and Control, ISC 2016, 2016 Paper Bibtex

Using Prototypes to Improve Convolutional Networks Interpretability

Published In Annual Conference on Neural Information Processing Systems: Transparent and Interpretable Machine Learning in Safety Critical Environments Workshop, 2017 Paper Bibtex

Jouez Avec Les Neurones de La Machine

Published In Blog Binaire LeMonde.fr, 2017 Paper Bibtex

Recurrent Neural Network Weight Estimation through Backward Tuning

Published At INRIA, 2017 Paper Bibtex

Bio-Inspired Analysis of Deep Learning on Not-So-Big Data Using Data-Prototypes

Published In Frontiers in Computational Neuroscience, 2019 Paper Bibtex Code

Neurosmart, une histoire de cerveau et de passionné.e.s de science

Published At Inria, 2020 Paper Bibtex

Interactions between hierarchical learning and visual system modeling : image classification on small datasets.

Published At Université de Bordeaux, 2020 Paper Bibtex

Exploring Multiobjective Training in Multiclass Classification

Published In Neurocomputing, 2021 Paper Bibtex

Voir plus loin avec le deep learning

Science popularization talk, at Inria Bordeaux Sud-Ouest , 2018

This was a science popularization talk (en français) about deep learning and how we are (not) teaching computers "how to see". I would be talking for 45 minu...

Voir plus loin avec le deep learning (bis)

Invited speaker, at Séminaire universitaire "Intelligence artificielle et sens clinique", at Université de Bordeaux, 2019

Great oportunity of re-doing my poupularization talk on deep vision, this time including some examples in the medical diagnosis domain. Merci Dr Makaremi for...

Introduction à l’intelligence artificielle

Invited speaker, at Journée d’Étude des Activités pour l’enseignement de l’IA (APEIA),Inria Bordeaux et ESPE Nice, 2019

Présentation de 45 min couvrant l’apprentissage automatique et les réseaux de neurones.

Intro aux réseaux de neurones et le deep learning

Master level, 1st year, at Université de Bordeaux, 2017

Algorithmique des tableaux (Array algorithms)

1st year undergraduate course (License 1), at Université de Bordeaux, Department Informatique, 2020

Intro aux bases de données et la programmation web (Intro to Databases and web developpement)

1st year undergraduate course (License 1), at Université de Bordeaux, Department Informatique, 2020

Thalita Drumond

Sitemap

Pages

Posts

projects

publications

talks

teaching