Théo Jaunet
LIRIS member at: 2025-02-01
| Quality | Post-doctoral tenure |
| Team(s) | Imagine |
| Institution | Institut National des Sciences Appliquées de Lyon |
| Personal page | https://theo-jaunet.github.io |
| Thesis | Deep Learning Interpretability with Visual Analytics: Exploring Reasoning and Bias Exploitation (click to view details) |
Publications (IdHAL : theo-jaunet)
Publications LIRIS pour Théo Jaunet (9)
- 2023 (1)
- Others (1)
- Nicolas Jacquelin, Theo Jaunet, Romain Vuillemot & Stefan Duffner (2023). "SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos". HAL : hal-03936053.
. 
- 2022 (1)
- HDR, thesis (1)
- Thesis (1)
- Théo Jaunet (2022). "Deep learning interpretability with visual analytics : Exploring reasoning and bias exploitation". HAL : tel-03827183. .
- 2021 (3)
- Journals (1)
- International journals with peer review (1)
- Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche & Christian Wolf (2021). "VisQA: X-raying Vision and Language Reasoning in Transformers". IEEE Transactions on Visualization and Computer Graphics. doi : 10.1109/TVCG.2021.3114683. HAL : hal-03293079. .
- Conferences (1)
- International conferences with peer review (1)
- Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot & Christian Wolf (2021). "How Transferable are Reasoning Patterns in VQA?". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 25 juin 2021, Nashville, Tennessee (United States of America). doi : 10.1109/CVPR46437.2021.00419. HAL : hal-03192949. .
- Others (1)
- Theo Jaunet, Guillaume Bono, Romain Vuillemot & Christian Wolf (2021). "SIM2REALVIZ: Visualizing the Sim2Real Gap in Robot Ego-Pose Estimation". HAL : hal-03430140. .
- 2020 (2)
- Journals (1)
- International journals with peer review (1)
- Theo Jaunet, Romain Vuillemot & Christian Wolf (2020). "DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning". Computer graphics Forum (Proc. Eurovis). doi : 10.1111/cgf.13962. ArXiv : 1909.02982. HAL : hal-02864138. .
- Conferences (1)
- International conferences with peer review (1)
- Theo Jaunet, Romain Vuillemot & Christian Wolf (2020). "Théo Guesser". Workshop on Visualization for AI explainability (VISxAI), 18 octobre 2020, Salt-lake city (United States of America). HAL : hal-03347249.
- 2019 (2)
- Conferences (2)
- International conferences with peer review (1)
- Theo Jaunet, Romain Vuillemot & Christian Wolf (2019). "What if we Reduce the Memory of an Artificial Doom Player?". Workshop on Visualization for AI explainability (VISxAI), 20 octobre 2019, Vancouver (Canada). HAL : hal-03347241.
- National conferences with peer review (1)
- Theo Jaunet, Romain Vuillemot & Christian Wolf (2019). "RLMViz: Interpreting Deep Reinforcement Learning Memory". Journée Visu 2019, 17 mai 2019, Paris (France). HAL : hal-02140902. .