publications

You can also find my articles on my Google Scholar profile.

2025

  1. paper_drivingvqa.png
    Retrieval-Based Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios
    Charles Corbière*, Syrielle Montariol*, Simon Roburin*, Antoine Bosselut, and Alexandre Alahi
    2025
    Under submission to ICCV 2025
  2. paper_dfiomnistereo.png
    Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model
    Jannik Endres, Oliver Hahn, Charles Corbière, Simone Schaub-Meyer, Stefan Roth, and Alexandre Alahi
    2025
    Under submission to IROS 2025
  3. paper_helvipad.gif
    Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation
    Mehdi Zayene, Jannik Endres, Albias Havolli, Charles Corbière, Salim Cherkaoui, Alexandre Kontouli, and Alexandre Alahi
    In CVPR, 2025

2022

  1. paper_gramclust.png
    Take One Gram of Neural Features, Get Enhanced Group Robustness
    Simon Roburin*Charles Corbière*, Gilles Puy, Nicolas Thome, Mathieu Aubry, Renaud Marlet, and Patrick Pérez
    In ECCV Workshop on Out-Of-Distribution Generalization in Computer Vision, 2022

2021

  1. paper_auxiliary.png
    Confidence Estimation via Auxiliary Models
    Charles Corbière, Nicolas Thome, Antoine Saporta, Tuan-HUng Vu, Mathieu Cord, and Patrick Pérez
    In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
  2. paper_beyond.png
    Beyond First-Order Uncertainty Estimation with Evidential Models for Open-World Recognition
    Charles Corbière, Marc Lafon, Nicolas Thome, Matthieu Cord, and Patrick Pérez
    In ICML Workshop on Uncertainty and Robustness in Deep Learning, 2021

2019

  1. paper_confidnet.png
    Addressing Failure Prediction by Learning Model Confidence
    Charles Corbière, Nicolas Thome, Avner Bar-Hen, Matthieu Cord, and Patrick Pérez
    In NeurIPS, 2019

2017

  1. paper_leveraging.png
    Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction
    Charles Corbière, Hedi Ben-Younes, Alexandre Rame, and Charles Ollion
    In ICCV Fashion Workshop, 2017