Publications

• Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees

  Y. Montreuil, A. Carlier, L.X. Ng, W.T. Ooi.
  (Accepté) International Conference on Machine Learning, 2025

  PDF arXiv

  

• A Two-Stage Learning-to-Defer Approach for Multi-Task Learning

  Y. Montreuil, S.H. Yeo, W.T. Ooi, L.X. Ng, A. Carlier.
  (Accepté) International Conference on Machine Learning, 2025

  PDF arXiv

• SlideCraft: Synthetic Slides Generation for Robust Slide Analysis,

  T. Seng, A. Carlier, T. Forgione, V. Charvillat, W.T. Ooi.
  International Conference on Document Analysis and Recognition, 2024

  PDF Poster Code Demo

  

• Unsupervised Human Pose Estimation on Depth Images

  T. Blanc–Beyne, A. Carlier, S. Mouysset, V. Charvillat.
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020

  PDF Slides Slides+Comments

  

• DASH for 3D Networked Virtual Environment

  T. Forgione, A. Carlier, G. Morin, W.T. Ooi, V. Charvillat, P.K. Yadav.
  ACM Multimedia, 2018

  Long paper Demo paper Video Poster Demos

  

• Outlining Objects for Interactive Segmentation on Touch Devices

  M. Pizenberg, A. Carlier, E. Faure, V. Charvillat.
  ACM Multimedia, 2017

  PDF Slides Poster

  

• 3D interest maps from simultaneous video recordings

  A. Carlier, L. Calvet, D.T.D. Nguyen, W.T. Ooi, P.Gurdjos, V. Charvillat.
  ACM Multimedia, 2014

  PDF Slides

  

• Combining content-based analysis and crowdsourcing to improve user interaction with zoomable video

  A. Carlier, R. Guntur, V. Charvillat, WT. Ooi.
  ACM Multimedia, 2011

  PDF Slides Poster

  

• Crowdsourced automatic zoom and scroll for video retargeting

  A. Carlier, V. Charvillat, WT. Ooi, R. Grigoras, G. Morin.
  ACM Multimedia, 2010

  PDF Slides