| 2024 | CVPR | BoQ: A Place is Worth a Bag of Learnable Queries. | Amar Ali-bey, Brahim Chaib-draa, Philippe Gigure |
| 2023 | WACV | MixVPR: Feature Mixing for Visual Place Recognition. | Amar Ali-bey, Brahim Chaib-draa, Philippe Gigure |
| 2022 | BMVC | Global Proxy-based Hard Mining for Visual Place Recognition. | Amar Ali-bey, Brahim Chaib-draa, Philippe Gigure |
| 2022 | IJCAI | Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal. | Mathieu Pag Fortin, Brahim Chaib-draa |
| 2021 | AAAI | Multi-task Learning by Leveraging the Semantic Information. | Fan Zhou, Brahim Chaib-draa, Boyu Wang |
| 2021 | WACV | Towards Contextual Learning in Few-shot Object Classification. | Mathieu Pag Fortin, Brahim Chaib-draa |
| 2019 | ICPRAM | Multimodal Sentiment Analysis: A Multitask Learning Approach. | Mathieu Pag Fortin, Brahim Chaib-draa |
| 2019 | IROS | GQ-STN: Optimizing One-Shot Grasp Detection based on Robustness Classifier. | Alexandre Garipy, Jean-Christophe Ruel, Brahim Chaib-draa, Philippe Gigure |
| 2018 | IJCAI | Generative Adversarial Positive-Unlabelled Learning. | Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao |
| 2017 | ICMLA | Parametric Exponential Linear Unit for Deep Convolutional Neural Networks. | Ludovic Trottier, Philippe Gigure, Brahim Chaib-draa |
| 2017 | IJCAI | Fast Recursive Low-rank Tensor Learning for Regression. | Ming Hou, Brahim Chaib-draa |
| 2017 | WACV | Deep Object Ranking for Template Matching. | Jean-Philippe Mercier, Ludovic Trottier, Philippe Gigure, Brahim Chaib-draa |
| 2017 | WACV | Sparse Dictionary Learning for Identifying Grasp Locations. | Ludovic Trottier, Philippe Gigure, Brahim Chaib-draa |
| 2016 | AAAI | Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression. | Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki |
| 2016 | AISTATS | Sequential Inference for Deep Gaussian Process. | Yali Wang, Marcus A. Brubaker, Brahim Chaib-draa, Raquel Urtasun |
| 2016 | ICASSP | Online incremental higher-order partial least squares regression for fast reconstruction of motion trajectories from tensor streams. | Ming Hou, Brahim Chaib-draa |
| 2015 | AI | Temporal Feature Selection for Noisy Speech Recognition. | Ludovic Trottier, Brahim Chaib-draa, Philippe Gigure |
| 2015 | ICASSP | Online local Gaussian process for tensor-variate regression: Application to fast reconstruction of limb movements from brain signal. | Ming Hou, Yali Wang, Brahim Chaib-draa |
| 2015 | ICIP | Hierarchical tucker tensor regression: Application to brain imaging data analysis. | Ming Hou, Brahim Chaib-draa |
| 2015 | ICONIP | Incrementally Built Dictionary Learning for Sparse Representation. | Ludovic Trottier, Brahim Chaib-draa, Philippe Gigure |
| 2015 | IROS | Learning terrain types with the Pitman-Yor process mixtures of Gaussians for a legged robot. | Patrick Dallaire, Krzysztof Walas, Philippe Gigure, Brahim Chaib-draa |
| 2015 | ICTAI | RLBS: An Adaptive Backtracking Strategy Based on Reinforcement Learning for Combinatorial Optimization. | Ilyess Bachiri, Jonathan Gaudreault, Claude-Guy Quimper, Brahim Chaib-draa |
| 2014 | AAAI | Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process. | Patrick Dallaire, Philippe Gigure, Brahim Chaib-draa |
| 2014 | AI | Effects of Frequency-Based Inter-frame Dependencies on Automatic Speech Recognition. | Ludovic Trottier, Brahim Chaib-draa, Philippe Gigure |
| 2014 | UAI | Bayesian Filtering with Online Gaussian Process Latent Variable Models. | Yali Wang, Marcus A. Brubaker, Brahim Chaib-draa, Raquel Urtasun |
| 2013 | IJCAI | A KNN Based Kalman Filter Gaussian Process Regression. | Yali Wang, Brahim Chaib-draa |
| 2012 | AI | Learning Observation Models for Dialogue POMDPs. | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne |
| 2012 | ICMLA | An Inverse Reinforcement Learning Algorithm for Partially Observable Domains with Application on Healthcare Dialogue Management. | Hamid R. Chinaei, Brahim Chaib-draa |
| 2012 | ICRA | An adaptive nonparametric particle filter for state estimation. | Yali Wang, Brahim Chaib-draa |
| 2011 | AI | Learning Dialogue POMDP Models from Data. | Hamid R. Chinaei, Brahim Chaib-draa |
| 2010 | AAAI | An Approximate Subgame-Perfect Equilibrium Computation Technique for Repeated Games. | Andriy Burkov, Brahim Chaib-draa |
| 2010 | ICRA | Apprenticeship learning via soft local homomorphisms. | Abdeslam Boularias, Brahim Chaib-draa |
| 2010 | ICRA | Solving the continuous time multiagent patrol problem. | Jean-Samuel Marier, Camille Besse, Brahim Chaib-draa |
| 2009 | ICAART | Learning User Intentions in Spoken Dialogue Systems. | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne |
| 2009 | ICAART | Application of Hidden Topic Markov Models on Spoken Dialogue Systems. | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne |
| 2009 | ICML | Predictive representations for policy gradient in POMDPs. | Abdeslam Boularias, Brahim Chaib-draa |
| 2009 | ICONIP | Quasi-Deterministic Partially Observable Markov Decision Processes. | Camille Besse, Brahim Chaib-draa |
| 2009 | ICONIP | Learning Gaussian Process Models from Uncertain Data. | Patrick Dallaire, Camille Besse, Brahim Chaib-draa |
| 2009 | ICONIP | A Markov Model for Multiagent Patrolling in Continuous Time. | Jean-Samuel Marier, Camille Besse, Brahim Chaib-draa |
| 2009 | IJCAI | Topological Order Planner for POMDPs. | Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdel-Illah Mouaddib |
| 2009 | IROS | Bayesian reinforcement learning in continuous POMDPs with gaussian processes. | Patrick Dallaire, Camille Besse, Stphane Ross, Brahim Chaib-draa |
| 2008 | FlAIRS | Parallel Rollout for Online Solution of Dec-POMDPs. | Camille Besse, Brahim Chaib-draa |
| 2008 | FlAIRS | State Space Compression with Predictive Representations. | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa |
| 2008 | FlAIRS | A Novel Prioritization Technique for Solving Markov Decision Processes. | Jilles Steeve Dibangoye, Brahim Chaib-draa, Abdel-Illah Mouaddib |
| 2008 | ICMLA | Prediction-Directed Compression of POMDPs. | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa |
| 2008 | ICMLA | Distributed Planning in Stochastic Games with Communication. | Andriy Burkov, Brahim Chaib-draa |
| 2008 | ICRA | Bayesian reinforcement learning in continuous POMDPs with application to robot navigation. | Stphane Ross, Brahim Chaib-draa, Joelle Pineau |
| 2008 | ISAIM | Bayes-Adaptive POMDPs: A New Perspective on the Explore-Exploit Tradeoff in Partially Observable Domains. | Joelle Pineau, Stphane Ross, Brahim Chaib-draa |
| 2007 | AAAI | A Markovian Model for Dynamic and Constrained Resource Allocation Problems. | Camille Besse, Brahim Chaib-draa |
| 2007 | AI | R-FRTDP: A Real-Time DP Algorithm with Tight Bounds for a Stochastic Resource Allocation Problem. | Camille Besse, Pierrick Plamondon, Brahim Chaib-draa |
| 2007 | AI | Competition and Coordination in Stochastic Games. | Andriy Burkov, Abdeslam Boularias, Brahim Chaib-draa |
| 2007 | IJCAI | AEMS: An Anytime Online Search Algorithm for Approximate Policy Refinement in Large POMDPs. | Stphane Ross, Brahim Chaib-draa |
| 2007 | ICRA | Adaptive Play Q-Learning with Initial Heuristic Approximation. | Andriy Burkov, Brahim Chaib-draa |
| 2006 | AI | Partial Local FriendQ Multiagent Learning: Application to Team Automobile Coordination Problem. | Julien Laumonier, Brahim Chaib-draa |
| 2006 | AI | An Efficient Resource Allocation Approach in Real-Time Stochastic Environment. | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur |
| 2006 | AI | Satisfaction Equilibrium: Achieving Cooperation in Incomplete Information Games. | Stphane Ross, Brahim Chaib-draa |
| 2006 | ECAI | Partial Local FriendQ Multiagent Learning: Application to Team Automobile Coordination Problem. | Julien Laumonier, Brahim Chaib-draa |
| 2005 | AI | Multiagent Systems Viewed as Distributed Scheduling Systems: Methodology and Experiments. | Sbastien Paquet, Nicolas Bernier, Brahim Chaib-draa |
| 2005 | AI | Real-Time Decision Making for Large POMDPs. | Sbastien Paquet, Ludovic Tobin, Brahim Chaib-draa |
| 2005 | RoboCup | An Online POMDP Algorithm Used by the PoliceForce Agents in the RoboCupRescue Simulation. | Sbastien Paquet, Ludovic Tobin, Brahim Chaib-draa |
| 2004 | AI | Multi-attribute Decision Making in a Complex Multiagent Environment Using Reinforcement Learning with Selective Perception. | Sbastien Paquet, Nicolas Bernier, Brahim Chaib-draa |
| 2004 | ENTER | NADIM-Travel: A Multiagent Platform for Travel Services Aggregation. | Houssein Benameur, Franois Bdard, Stphane Vaucher, Peter G. Kropf, Brahim Chaib-draa, Robert Grin-Lajoie |
| 2003 | AI | DIAGAL: A Tool for Analyzing and Modelling Commitment-Based Dialogues between Agents. | Marc-Andr Labrie, Brahim Chaib-draa, Nicolas Maudet |
| 2003 | KES | A Frigate Movement Survival Agent-Based Approach. | Pierrick Plamondon, Brahim Chaib-draa, Patrick Beaumont, Dale E. Blodgett |
| 1998 | AI | A Relational Modeling of Cognitive Maps. | Brahim Chaib-draa |
| 1996 | AI | A Hierarchical Model of Agent Based on Skill, Rules, and Knowledge. | Brahim Chaib-draa |