Mackenzie W. Mathis

18 papers A* 3A 2Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts. CoRR Hossein Mirzaei, Mojtaba Nafez, Moein Madadi, Arad Maleki, Mahdi Hajialilue, Zeinab Sadat Taghavi, Sepehr Rezaee, Ali Ansari, Bahar Dibaei Nia, Kian Shamsaie, Mohammadreza Salehi, Mackenzie W. Mathis, Mahdieh Soleymani Baghshah, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	A*	`conf`	Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings. ICLR Hossein Mirzaei, Mackenzie W. Mathis
2025	J	`jnl`	DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion. CoRR Hossein Mirzaei, Zeinab Taghavi, Sepehr Rezaee, Masoud Hadi, Moein Madadi, Mackenzie W. Mathis
2025	J	`jnl`	LLaVAction: evaluating and training multi-modal large language models for action recognition. CoRR Shaokai Ye, Haozhe Qi, Alexander Mathis, Mackenzie W. Mathis
2025	A	`conf`	Time-series attribution maps with regularized contrastive learning. AISTATS Steffen Schneider, Rodrigo González Laiz, Anastasiia Filippova, Markus Frey, Mackenzie W. Mathis
2024	J	`jnl`	Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings. CoRR Hossein Mirzaei, Mackenzie W. Mathis
2023	A*	`conf`	AmadeusGPT: a natural language interface for interactive animal behavioral analysis. NeurIPS Shaokai Ye, Jessy Lauer, Mu Zhou, Alexander Mathis, Mackenzie W. Mathis
2023	J	`jnl`	AmadeusGPT: a natural language interface for interactive animal behavioral analysis. CoRR Shaokai Ye, Jessy Lauer, Mu Zhou, Alexander Mathis, Mackenzie W. Mathis
2023	J	`jnl`	Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity. CoRR Mu Zhou, Lucas Stoffl, Mackenzie W. Mathis, Alexander Mathis
2021	A*	`conf`	AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild. ICRA Daniel Joska, Liam Clark, Naoya Muramatsu, Ricardo Jericevich, Fred Nicolls, Alexander Mathis, Mackenzie W. Mathis, Amir Patel
2021	J	`jnl`	AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild. CoRR Daniel Joska, Liam Clark, Naoya Muramatsu, Ricardo Jericevich, Fred Nicolls, Alexander Mathis, Mackenzie W. Mathis, Amir Patel
2021	J	`jnl`	Measuring and modeling the motor system with machine learning. CoRR Sébastien B. Hausmann, Alessandro Marin Vargas, Alexander Mathis, Mackenzie W. Mathis
2021	A	`conf`	Pretraining boosts out-of-domain robustness for pose estimation. WACV Alexander Mathis, Thomas Biasi, Steffen Schneider, Mert Yüksekgönül, Byron Rogers, Matthias Bethge, Mackenzie W. Mathis
2021	J	`jnl`	Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf
2020	J	`jnl`	A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives. CoRR Alexander Mathis, Steffen Schneider, Jessy Lauer, Mackenzie W. Mathis
2019	J	`jnl`	Deep learning tools for the measurement of animal behavior in neuroscience. CoRR Mackenzie W. Mathis, Alexander Mathis
2019	J	`jnl`	Pretraining boosts out-of-domain robustness for pose estimation. CoRR Alexander Mathis, Mert Yüksekgönül, Byron Rogers, Matthias Bethge, Mackenzie W. Mathis
2018	J	`jnl`	Markerless tracking of user-defined features with deep learning. CoRR Alexander Mathis, Pranav Mamidanna, Taiga Abe, Kevin M. Cury, Venkatesh N. Murthy, Mackenzie W. Mathis, Matthias Bethge