Scholar
Axel Carlier
Google Scholar ID: L7lNGR4AAAAJ
ISAE-SUPAERO
Citations & Impact
Citations
401
H-index
9
i10-index
9
Publications
20
Co-authors
28
list available
Publications
Resume (English only)
Academic Achievements
- - Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees (International Conference on Machine Learning, 2025)
- - A Two-Stage Learning-to-Defer Approach for Multi-Task Learning (International Conference on Machine Learning, 2025)
- - SlideCraft: Synthetic Slides Generation for Robust Slide Analysis (International Conference on Document Analysis and Recognition, 2024)
- - Unsupervised Human Pose Estimation on Depth Images (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020)
- - DASH for 3D Networked Virtual Environment (ACM Multimedia, 2018)
- - Outlining Objects for Interactive Segmentation on Touch Devices (ACM Multimedia, 2017)
- - 3D interest maps from simultaneous video recordings (ACM Multimedia, 2014)
- - Combining content-based analysis and crowdsourcing to improve user interaction with zoomable video (ACM Multimedia, 2011)
- - Crowdsourced automatic zoom and scroll for video retargeting (ACM Multimedia, 2010)
Research Experience
- - Emotion-driven avatar animation from multi-modal sources (Ph.D. of Damien Guillottin within the AdaptoLearn project)
- - LiDAR and Spiking Neural Networks for Video Analysis (Ph.D. of Maxime Vaillant at IPAL within the DesCartes project)
- - Physiological, cognitive, and behavioral study of human-nature connection (Ph.D. of Olivia Brunet within the RECONNECT project)
- - Automatic tracking of arthropod populations (Ph.D. of Edgar Remy)
- - Learning-to-defer for Robust Human-AI Collaboration (Ph.D. of Yannis Montreuil within the DesCartes project)
- - Multimodal Analysis of Educational Videos (Ph.D. of Travis Seng, SlideCraft project)
Education
- - Ph.D. in Computer Science, Toulouse INP (2014)
- - Engineer in Computer Science and Applied Mathematics, ENSEEIHT, Toulouse (2011)
Background
- - Research Interests: Artificial Intelligence, Multimedia, Image and Vision, Interaction and Human Factors
- - Position: Teaching-Researcher in Artificial Intelligence at ISAE-SUPAERO (since 2025)
- - Former Position: Lecturer at ENSEEIHT (2015-2025), Researcher in the REVA team at IRIT
