Valentin Barriere
  • Bio
  • Papers
  • Talks
  • Projects
  • Teaching
  • Job/Thesis
  • Recent & Upcoming Talks
    • WASSA Workshop @ EACL 26
    • TerraBytes @ ICML25
    • Large Multimodal Models @ CENIAMODAL
    • Tackling Biases In or Using Generative AI @ JSIC'24
    • WASSA Workshop @ ACL 24
    • WASSA Workshop @ ACL 23
  • Recent Publications
    • A Simple Method to Enhance Pre-trained Language Models with Speech Tokens for Classification
    • Adapting Bias Evaluation to Domain Contexts using Generative Models
    • StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos
    • Shaping Fine-Tuning of Geospatial Foundation Models: Effects of Label Availability and Temporal Resolution
    • Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach
    • A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers
    • (Preprint) Scrapping The Web For Early Wildfire Detection: A New Annotated Dataset of Images and Videos of Smoke Plumes In-the-wild
    • Fantastic Biases (What are They) and Where to Find Them
    • Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions
    • Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method with Least Confounding Variables
    • The Touché23-ValueEval Dataset for Identifying Human Values behind Arguments
    • Boosting crop classification by hierarchically fusing satellite, rotational, and contextual data
    • Deep Natural Language Feature Learning for Interpretable Prediction
    • Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness
    • Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles
    • Multilingual Multi-Target Stance Recognition in Online Public Consultations
    • CoFE: A New Dataset of Intra-Multilingual Multi-target Stance Classification from an Online European Participatory Democracy Platform
    • Debating Europe: A Multilingual Multi-Target Stance Classification Dataset of Online Debates
    • Opinions in Interactions : New Annotations of the SEMAINE Database
    • WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories
    • How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing
    • Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation
  • Projects
    • StandUpComedy🎤😄👏
    • Fondecyt de Iniciacion🗣️💬🤖
    • XenophoBias🏳️‍🌈
    • CopernicusLAC🛰️🇪🇺
    • DeepCrop🛰️🌾🌽
    • fAIrefighter🧯
  • Job/Thesis Offers
    • [FOUND] [Tesis postgrado] [Pagada] Deteccion de Fuego en la naturaleza usando IA
    • [FOUND] [Tesis pre/postgrado] [Pagada] Aprender a aprender -- IA y Meta-learning para datos Satelitales
    • [FOUND] [Tesis pre/postgrado] [Pagada] Xenophobias -- Deteccion y reduccion de sesgos etnicos en LLM
    • [Tesis pre/postgrado] [Pagada] Change my view! -- Analisis de argumentacion multimodal
    • [FOUND] Data Engineer for Geographic and Remote Sensing data
    • [FOUND] Machine Learning Engineer for Geographic and Remote Sensing data
    • [FOUND] [Tesis pre/postgrado] JAJAJJJJJ -- Deteccion de humor en videos de stand-up comedy
  • Experience
  • Not_useds
    • CEDS 24 Conferencia Internacional del Espacio y Desarollo Sostenible
    • Blog
      • 🎉 Easily create your own simple yet highly customizable blog
      • 🧠 Sharpen your thinking with a second brain
      • 📈 Communicate your results effectively with the best data visualizations
      • 👩🏼‍🏫 Teach academic courses
      • ✅ Manage your projects
  • Deep Learning
  • Minerias de Datos
  • Projects
  • Deep Learning
    • Introduccion
    • Percepton and Gradient Descent
    • Backpropagation
    • Softmax and Cross-entropy Loss
    • Regularization
      • The slides are available <a href="https://github.com/valbarriere/CC6204-Deep-Learning/raw/refs/heads/main/Slides/6_Regularization.pdf">here</a>!
    • Computer Vision Architectures
    • Transfer Learning
    • Object Detection
    • Generative Models
    • Generative LLMs
    • Audio Models
    • Large Multimodal Models
  • Minerias de Datos
    • Introduccion
    • Datos
    • Exploracion de Datos
    • Intro Aprendizaje Supervisado
    • Biases and Fairness
    • Modelos Lineales
    • Clasificadores
    • SVM
    • Clustering
    • Disminucion de dimensiones
    • Redes Neuronales
    • Intro a la NLP
  • Data Mining
    • Intro Aprendizaje Supervisado
    • Clasificadores
  • Teaching
    • Mineria de Datos
    • Deep Learning
    • Apprentissage Machine
  • Teaching
    • Learn JavaScript
    • Learn Python
  • Introduccion
  • Percepton and Gradient Descent
  • Backpropagation
  • Softmax and Cross-entropy Loss
  • Regularization
  • Computer Vision Architectures
  • Transfer Learning
  • Object Detection
  • Generative Models
  • Generative LLMs
  • Audio Models
  • Large Multimodal Models

On this page

  • The slides are available here!
Deep Learning
Regularization

Regularization

The slides are available here!

Last updated on Mar 24, 2024
← Softmax and Cross-entropy Loss Mar 27, 2024
Computer Vision Architectures Mar 21, 2024 →

© 2024 Valentin Barriere. This work is licensed under CC BY NC ND 4.0

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