Xavier Bost | DeepAI

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∙ 09/21/2021

Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses?

In Multi-Task Learning (MTL), it is a common practice to train multi-tas...

0 Lucas Pascal, et al. ∙

∙ 06/17/2020

Maximum Roaming Multi-Task Learning

Multi-task learning has gained popularity due to the advantages it provi...

0 Lucas Pascal, et al. ∙

∙ 02/17/2020

Serial Speakers: a Dataset of TV Series

For over a decade, TV series have been drawing increasing interest, both...

0 Xavier Bost, et al. ∙

∙ 09/13/2019

Semantic and Visual Similarities for Efficient Knowledge Transfer in CNN Training

In recent years, representation learning approaches have disrupted many ...

0 Lucas Pascal, et al. ∙

∙ 09/05/2019

Remembering Winter Was Coming: Character-Oriented Video Summaries of TV Series

Today's popular TV series tend to develop continuous, complex plots span...

0 Xavier Bost, et al. ∙

∙ 09/05/2019

Remembering winter was coming

Today's popular TV series tend to develop continuous, complex plots span...

0 Xavier Bost, et al. ∙

∙ 07/05/2019

Extraction and Analysis of Fictional Character Networks: A Survey

A character network is a graph extracted from a narrative, in which vert...

1 Vincent Labatut, et al. ∙

∙ 04/13/2019

M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding

Deep learning is at the core of recent spoken language understanding (SL...

0 Titouan Parcollet, et al. ∙

∙ 12/21/2018

Multiple topic identification in telephone conversations

This paper deals with the automatic analysis of conversations between a ...

0 Xavier Bost, et al. ∙

∙ 12/18/2018

Constrained speaker diarization of TV series based on visual patterns

Speaker diarization, usually denoted as the 'who spoke when' task, turns...

0 Xavier Bost, et al. ∙

∙ 12/18/2018

Audiovisual speaker diarization of TV series

Speaker diarization may be difficult to achieve when applied to narrativ...

0 Xavier Bost, et al. ∙

∙ 12/18/2018

Détection de locuteurs dans les séries TV

Speaker diarization of audio streams turns out to be particularly challe...

0 Xavier Bost, et al. ∙

∙ 05/16/2018

Extraction and Analysis of Dynamic Conversational Networks from TV Series

Identifying and characterizing the dynamics of modern tv series subplots...

0 Xavier Bost, et al. ∙

∙ 02/21/2017

Systèmes du LIA à DEFT'13

The 2013 Défi de Fouille de Textes (DEFT) campaign is interested in two ...

0 Xavier Bost, et al. ∙

∙ 02/25/2016

Narrative Smoothing: Dynamic Conversational Network for the Analysis of TV Series Plots

-Modern popular TV series often develop complex storylines spanning seve...

0 Xavier Bost, et al. ∙

∙ 10/26/2015

How to merge three different methods for information filtering ?

Twitter is now a gold marketing tool for entities concerned with online ...

0 Jean-Valère Cossu, et al. ∙

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