Alexander Mathis
10 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🗃️ Keyword Collector (52)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Analysis
(4)
Architectures
(3)
Learning Paradigms
(3)
Reinforcement Learning
(2)
Applications
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Natural Language Processing
(1)
Robotics
(1)
Keywords
action recognition
(2)
video understanding
(2)
reinforcement learning
(2)
attention mechanism
(2)
policy optimization
(1)
locomotion control
(1)
semantic segmentation
(1)
human pose estimation
(1)
pose estimation
(1)
motor control
(1)
object detection
(1)
transfer learning
(1)
in-context learning
(1)
multimodal learning
(1)
policy learning
(1)
trajectory prediction
(1)
domain generalization
(1)
hand pose estimation
(1)
few-shot learning
(1)
3d reconstruction
(1)
Papers
MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps
CVPR 2025
PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection
NAACL 2025
Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders
ECCV 2024
HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
CVPR 2024
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024
AmadeusGPT: a natural language interface for interactive animal behavioral analysis
NeurIPS 2023
Latent exploration for Reinforcement Learning
NeurIPS 2023
Rethinking Pose Estimation in Crowds: Overcoming the Detection Information Bottleneck and Ambiguity
ICCV 2023
DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body
NeurIPS 2022
Pretraining Boosts Out-of-Domain Robustness for Pose Estimation
WACV 2021