Mathis, Alexander

11 publications

ICLR 2026 LLaVAction: Evaluating and Training Multi-Modal Large Language Models for Action Understanding Haozhe Qi, Shaokai Ye, Alexander Mathis, Mackenzie W Mathis

NeurIPS 2025 EPFL-Smart-Kitchen: An Ego-Exo Multi-Modal Dataset for Challenging Action and Motion Understanding in Video-Language Models Andy Bonnetto, Haozhe Qi, Franklin Leong, Matea Tashkovska, Mahdi Rad, Solaiman Shokur, Friedhelm Hummel, Silvestro Micera, Marc Pollefeys, Alexander Mathis

CVPR 2025 MammAlps: A Multi-View Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps Valentin Gabeff, Haozhe Qi, Brendan Flaherty, Gencer Sumbul, Alexander Mathis, Devis Tuia

ECCV 2024 Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders Lucas Stoffl, Andy Bonnetto, Stéphane D'Ascoli, Alexander Mathis

CVPR 2024 HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields Haozhe Qi, Chen Zhao, Mathieu Salzmann, Alexander Mathis

ICLR 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers Stéphane d'Ascoli, Sören Becker, Philippe Schwaller, Alexander Mathis, Niki Kilbertus

NeurIPS 2023 AmadeusGPT: A Natural Language Interface for Interactive Animal Behavioral Analysis Shaokai Ye, Jessy Lauer, Mu Zhou, Alexander Mathis, Mackenzie Mathis

NeurIPS 2023 Latent Exploration for Reinforcement Learning Alberto Silvio Chiappa, Alessandro Marin Vargas, Ann Huang, Alexander Mathis

ICCV 2023 Rethinking Pose Estimation in Crowds: Overcoming the Detection Information Bottleneck and Ambiguity Mu Zhou, Lucas Stoffl, Mackenzie Weygandt Mathis, Alexander Mathis

NeurIPS 2022 DMAP: A Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body Alberto Silvio Chiappa, Alessandro Marin Vargas, Alexander Mathis

WACV 2021 Pretraining Boosts Out-of-Domain Robustness for Pose Estimation Alexander Mathis, Thomas Biasi, Steffen Schneider, Mert Yuksekgonul, Byron Rogers, Matthias Bethge, Mackenzie W. Mathis