Publications

Deep Ensembles for free through Data Augmentations: TBA



DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation

ICLR 2021
Driven by arguments from information theory, we introduce a new learning strategy for deep ensembles that increases diversity among members: we adversarially prevent features from being conditionally redundant.
Slides arxiv openreview

CORE: Color Regression for Multiple Colors Fashion Garments

arXiv Preprint
We detect continuous colors for fashion garments using a new architecture.
PDF

OMNIA Faster R-CNN: Detection in the Wild through Dataset Merging and Soft Distillation

arXiv Preprint
We improve performances of object detectors via combining different datasets through soft distillation.
PDF Video

Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction

ICCVW 2017
We present a method to learn a visual representation adapted for e-commerce products.
PDF

Posts

October 2019 · 
July 2018 · 
July 2017 · 

Projects

Accumulus

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Talks

Semi-supervised Learning for Multilingual Sentence Representation   PDF   Video
March 2016  ·   Sorbonne / Heuritech

Teaching

Deep Learning for Computer Vision
Fall 2020  ·   Sorbonne University  ·   Teacher Assistant
Deep Learning
Fall 2017/Fall 2018  ·   Master Data Science l'X-Paris Saclay  ·   Teacher Assistant
Mathematics
Nov 2011 - Mar 2012  ·   Fondation d'Auteuil  ·   Volunteer Teacher and Youth Leader