Alexander Mathis
École Polytechnique Fédérale de Lausanne
H-index: 23
Europe-Switzerland
Top articles of Alexander Mathis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields | arXiv preprint arXiv:2402.17062 | Haozhe Qi Chen Zhao Mathieu Salzmann Alexander Mathis | 2024/2/26 |
Task-driven neural network models predict neural dynamics of proprioception | Cell | Alessandro Marin Vargas Axel Bisi Alberto S Chiappa Chris Versteeg Lee E Miller | 2024/3/28 |
Acquiring musculoskeletal skills with curriculum-based reinforcement learning | bioRxiv | Alberto Silvio Chiappa Pablo Tano Nisheet Patel Abigail Ingster Alexandre Pouget | 2024 |
NeuroAI: If grid cells are the answer, is path integration the question? | Current Biology | Markus Frey Mackenzie W Mathis Alexander Mathis | 2023/3/13 |
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers | arXiv preprint arXiv:2310.05573 | Stéphane d'Ascoli Sören Becker Alexander Mathis Philippe Schwaller Niki Kilbertus | 2023/10/9 |
WildCLIP: Scene and animal attribute retrieval from camera trap data with domain-adapted vision-language models | International Journal of Computer Vision (in press) & bioRxiv | Valentin Gabeff Marc Russwurm Devis Tuia Alexander Mathis | 2023 |
Scene and animal attributes retrieval from camera trap data with domain-adapted language-vision models | Valentin Alexandre Guy Gabeff Marc Conrad Russwurm Devis Tuia Alexander Mathis | 2023/6/14 | |
MyoChallenge 2022: Learning contact-rich manipulation using a musculoskeletal hand | Vittorio Caggiano Guillaume Durandau Huwawei Wang Alberto Chiappa Alexander Mathis | 2023/8/31 | |
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity | IEEE/CVF International Conference on Computer Vision (ICCV) | Mu Zhou Lucas Stoffl Mackenzie Weygandt Mathis Alexander Mathis | 2023/9/25 |
AmadeusGPT: a natural language interface for interactive animal behavioral analysis | Neurips 2023 | Shaokai Ye Jessy Lauer Mu Zhou Alexander Mathis Mackenzie W Mathis | 2023/7/10 |
Contrasting action and posture coding with hierarchical deep neural network models of proprioception | Elife | Kai J Sandbrink Pranav Mamidanna Claudio Michaelis Matthias Bethge Mackenzie W Mathis | 2023/5/31 |
Latent exploration for reinforcement learning | Advances in Neural Information Processing Systems | Alberto Silvio Chiappa Alessandro Marin Vargas Ann Huang Alexander Mathis | 2023 |
Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics | BioRxiv | Caleb Weinreb Jonah Pearl Sherry Lin Mohammed Abdal Monium Osman Libby Zhang | 2023/3/17 |
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body | Advances in Neural Information Processing Systems | Alberto Silvio Chiappa Alessandro Marin Vargas Alexander Mathis | 2022/12/6 |
Striatal dopamine explains novelty-induced behavioral dynamics and individual variability in threat prediction | Neuron | Korleki Akiti Iku Tsutsui-Kimura Yudi Xie Alexander Mathis Jeffrey E Markowitz | 2022/11/16 |
Multi-animal pose estimation, identification and tracking with DeepLabCut | Nature Methods | Jessy Lauer Mu Zhou Shaokai Ye William Menegas Steffen Schneider | 2022/4 |
SuperAnimal models pretrained for plug-and-play analysis of animal behavior | arXiv preprint arXiv:2203.07436 | Shaokai Ye Anastasiia Filippova Jessy Lauer Maxime Vidal Steffen Schneider | 2022/3/14 |
Perspectives in machine learning for wildlife conservation | Devis Tuia Benjamin Kellenberger Sara Beery Blair R Costelloe Silvia Zuffi | 2022/2/9 | |
Tumor-specific cytolytic CD4 T cells mediate immunity against human cancer | Science advances | Amélie Cachot Mariia Bilous Yen-Cheng Liu Xiaokang Li Margaux Saillard | 2021/2/26 |
Acinoset: A 3d pose estimation dataset and baseline models for cheetahs in the wild | Daniel Joska Liam Clark Naoya Muramatsu Ricardo Jericevich Fred Nicolls | 2021/5/30 |
Co-Authors
