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Brahim Chaib-draa

Brahim Chaib-draa

D-Index & Metrics

Engineering and Technology

D-Index
35
Citations
6707
World Ranking
8903
National Ranking
359

Overview

Brahim Chaib-draa is affiliated with Université Laval in Canada and has contributed extensively to the field of computer science, with a focus on artificial intelligence and computer vision. The primary areas of their research include domain adaptation, few-shot learning, multimodal machine learning applications, and advanced image and video retrieval techniques.

The scientist's work spans several key topics:

  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Robotics and Sensor-Based Localization
  • Machine Learning and Extreme Learning Machines (ELM)
  • Indoor and Outdoor Localization Technologies
  • Machine Learning and Data Classification

Brahim Chaib-draa frequently publishes in notable venues such as:

  • arXiv (Cornell University)
  • Neurocomputing
  • Neural Networks
  • 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Knowledge-Based Systems

Among recent publications, several papers stand out including:

  • "MixVPR: Feature Mixing for Visual Place Recognition" (2023) published at the 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • "GSV-Cities: Toward appropriate supervised visual place recognition" (2022) in Neurocomputing
  • "Domain generalization via optimal transport with metric similarity learning" (2021) in Neurocomputing
  • "Discriminative active learning for domain adaptation" (2021) in Knowledge-Based Systems
  • "On the value of label and semantic information in domain generalization" (2023) in Neural Networks

Collaboration plays a significant role in their research, with frequent co-authors including:

  • Philippe Giguère
  • Fan Zhou
  • Boyu Wang
  • Amar Ali-bey
  • Changjian Shui

Brahim Chaib-draa's research profile reflects a consistent focus on advancing machine learning methods for visual recognition, domain generalization, and localization technologies. Their contributions span over thirty publications primarily in computer science with a specialized emphasis on artificial intelligence and computer vision domains.

Best Publications

  • Online planning algorithms for POMDPs

    Stéphane Ross;Joelle Pineau;Sébastien Paquet;Brahim Chaib-draa

  • Cooperative Adaptive Cruise Control: A Reinforcement Learning Approach

    C. Desjardins;B. Chaib-draa

  • An overview of distributed artificial intelligence

    Bernard Moulin;Brahim Chaib-draa

  • Trends in distributed artificial intelligence

    Brahim Chaib-draa;Bernard Moulin;René Mandiau;P. Millot

  • Trends in Agent Communication Language

    Brahim Chaib-draa;Frank Dignum

  • Parametric Exponential Linear Unit for Deep Convolutional Neural Networks

    Ludovic Trottier;Philippe Gigure;Brahim Chaib-draa

  • A collaborative driving system based on multiagent modelling and simulations

    Simon Hallé;Brahim Chaib-draa

  • Information Sharing as a Coordination Mechanism for Reducing the Bullwhip Effect in a Supply Chain

    T. Moyaux;B. Chaib-draa;S. D'Amours

  • MixVPR: Feature Mixing for Visual Place Recognition

    Unknown

  • Bayes-Adaptive POMDPs

    Stephane Ross;Brahim Chaib-draa;Joelle Pineau

  • Supply Chain Management and Multiagent Systems: An Overview

    Thierry Moyaux;Brahim Chaib-draa;Sophie D'Amours

  • A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes

    Stéphane Ross;Joelle Pineau;Brahim Chaib-draa;Pierre Kreitmann

  • Commitment-based and dialogue-game-based protocols: new trends in agent communication languages

    N. Maudet;B. Chaib-Draa

  • An online POMDP algorithm for complex multiagent environments

    Sébastien Paquet;Ludovic Tobin;Brahim Chaib-draa

  • Causal maps: theory, implementation, and practical applications in multiagent environments

    B. Chaib-draa

  • GSV-Cities: Toward appropriate supervised visual place recognition

    Unknown

  • Multiagent based Supply Chain Management

    Brahim Chaib-draa;Jrg P. Mller

  • Modelling flexible social commitments and their enforcement

    Philippe Pasquier;Roberto A. Flores;Brahim Chaib-Draa

  • A simulation approach based on negotiation and cooperation between agents: a case study

    K. Fischer;B. Chaib-draa;J.P. Muller;M. Pischel

  • A decentralized approach to collaborative driving coordination

    S. Halle;J. Laumonier;B. Chaib-Draa

  • Bayesian reinforcement learning in continuous POMDPs with application to robot navigation

    S. Ross;B. Chaib-draa;J. Pineau

  • AEMS: an anytime online search algorithm for approximate policy refinement in large POMDPs

    Stéphane Ross;Brahim Chaib-Draa

Frequent Co-Authors

Jamal Bentahar
Jamal Bentahar Concordia University
Sophie D'Amours
Sophie D'Amours Université Laval
Joelle Pineau
Joelle Pineau McGill University
John-Jules Ch. Meyer
John-Jules Ch. Meyer Utrecht University
François Laviolette
François Laviolette Université Laval
Marcel A. J. van Gerven
Marcel A. J. van Gerven Radboud University
Nicolas Maudet
Nicolas Maudet Sorbonne University
Raquel Urtasun
Raquel Urtasun University of Toronto
Andrzej Cichocki
Andrzej Cichocki Systems Research Institute

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